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Smart all-time vision:The battery-free video communication for urban administration and law enforcement
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作者 Yajie He Chonghui Xiao +5 位作者 Shuai Wang Yun-Hao Liu Zhaoyuan Xu Haoquan Zhou Min Zhao Wei Gong 《Digital Communications and Networks》 SCIE CSCD 2023年第6期1411-1420,共10页
The Chinese government is dedicated to enhancing the level of informatization in administrative law enforcement to ensure fairness and increase credibility.Currently,law enforcement has exposed such problems as insuff... The Chinese government is dedicated to enhancing the level of informatization in administrative law enforcement to ensure fairness and increase credibility.Currently,law enforcement has exposed such problems as insufficient force,difficulties in collecting evidence,and low evidential power.These problems contradict the principles of rule of law and standardization.Many local governments have implemented advanced information technologies for urban administration and law enforcement,including big data,artificial intelligence,and IoT.Among these technologies,IoT is the core communication infrastructure for innovative law enforcement platforms.However,traditional video communications rely on batteries or dedicated power sources,leading to maintenance challenges and high power consumption.In this paper,we propose AT-Eye,a new video communication paradigm for all-time law enforcement video monitoring,which is battery-free and high-throughput.The key enabler of AT-Eye is ambient backscatter technology,which enables energy harvesting and video communication simultaneously.Unlike previous methods,our proposal introduces a novel CCK-based modulation for tag cameras and achieves 4-way concurrency.The modulation is simple because it uses phase difference and it is energyefficient because generating square waves is adequate.Moreover,to ensure full compatibility with COTS WiFi,we modulate the physical service data unit.Therefore,data recovery is possible using only commercial NICs.We conduct comprehensive experiments to examine our proposal and experiment results show that AT-Eye achieves a throughput of 10.8 Mbps with COTS radios.We also simulate a 16-way battery-free tag camera system,demonstrating AT-Eye’s feasibility of high-definition video communication. 展开更多
关键词 Video communication Backscatter communication Internet-of-Things Smart law enforcement
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Container Instrumentation and Enforcement System for Runtime Security of Kubernetes Platform with eBPF
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作者 Songi Gwak Thien-Phuc Doan Souhwan Jung 《Intelligent Automation & Soft Computing》 SCIE 2023年第8期1773-1786,共14页
Containerization is a fundamental component of modern cloud-native infrastructure,and Kubernetes is a prominent platform of container orchestration systems.However,containerization raises significant security concerns... Containerization is a fundamental component of modern cloud-native infrastructure,and Kubernetes is a prominent platform of container orchestration systems.However,containerization raises significant security concerns due to the nature of sharing a kernel among multiple containers,which can lead to container breakout or privilege escalation.Kubernetes cannot avoid it as well.While various tools,such as container image scanning and configuration checking,can mitigate container workload vulnerabilities,these are not foolproof and cannot guarantee perfect isolation or prevent every active threat in runtime.As such,a policy enforcement solution is required to tackle the problem,and existing solutions based on LSM(Linux Security Module)frameworks may not be adequate for some situations.To address this,we propose an enforcement system based on BPF-LSM,which leverages eBPF(extended Berkeley Packet Filter)technology to provide fine-grained control and dynamic adoption of security policies.In this paper,we compare different LSM implementations to highlight the challenges of current enforcement solutions before detailing the design of our eBPF-based Kubernetes Runtime Instrumentation and Enforcement System(KRSIE).Finally,we evaluate the effectiveness of our system using a real-world scenario,as measuring the performance of a policy enforcement system is a complex task.Our results show that KRSIE can successfully control containers’behaviors using LSM hooks at container runtime,offering improved container security for cloud-native infrastructure. 展开更多
关键词 CONTAINER kubernetes runtime security eBPF enforcement
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Impact of forest governance and enforcement on deforestation and forest degradation at the district level:A study in West Bengal State,India
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作者 Aishwarya BASU Jyotish Prakash BASU 《Regional Sustainability》 2023年第4期441-452,共12页
According to the United Nations Environmental Programme(UNEP),the world loses 1.0×106hm2forest land through deforestation annually.About 1.6×106people who depend on forests for livelihood are negatively affe... According to the United Nations Environmental Programme(UNEP),the world loses 1.0×106hm2forest land through deforestation annually.About 1.6×106people who depend on forests for livelihood are negatively affected by deforestation and forest degradation.The paper attempts to study the impact of forest governance,enforcement and socio-economic factors on deforestation and forest degradation at the local level in West Bengal State,India.The study was based on questionnaire survey data during 2020–2021 collected from three western districts(Purulia,Bankura,and Paschim Medinipur)where deforestation and poverty rates are higher than other districts in West Bengal State.The total number of selected villages was 29,and the total sample households were 693.A stratified random sampling technique was used to collect data,and a questionnaire was followed.Forest governance and enforcement indices were constructed using United Nation Development Programme(UNDP)methodology and a step-wise logistic regression model was used to identify the factors affecting deforestation and forest degradation.The result of this study showed that four factors(illegal logging,weak forest administration,encroachment,and poverty)are identified for the causes of deforestation and forest degradation.It is observed that six indices of forest governance(rule of law,transparency,accountability,participation,inclusiveness and equitability,and efficiency and effectiveness)are relatively high in Purulia District.Moreover,this study shows that Purulia and Bankura districts follow medium forest governance,while Paschim Medinipur District has poor forest governance.The enforcement index is found to be highest in Purulia District(0.717)and lowest for Paschim Medinipur District(0.257).Finally,weak forest governance,poor socio-economic conditions of the households,and weak enforcement lead to the deforestation and forest degradation in the study area.Therefore,governments should strengthen law enforcement and encourage sustainable forest certification schemes to combat illegal logging. 展开更多
关键词 DEFORESTATION Forest degradation Forest governance index enforcement index Illegal logging Logistic regression model INDIA
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Analysis of Economic Efficiency of Wildlife Law Enforcement in Serengeti Ecosystem Tanzania
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作者 Qambemeda M. Nyanghura Jumanne M. Abdallah 《Journal of Environmental Protection》 2023年第7期538-560,共23页
Law enforcement remains to be the main strategy used to combat poaching and account for high budget share in protected area management. Studies on efficiency of wildlife law enforcement in the protected areas are limi... Law enforcement remains to be the main strategy used to combat poaching and account for high budget share in protected area management. Studies on efficiency of wildlife law enforcement in the protected areas are limited. This study analyzed economic efficiency of wildlife law enforcement in terms of resource used and output generated using three different protected areas (PAs) of Serengeti ecosystem namely Serengeti National Park (SENAPA), Ikorongo/Grumeti Game Reserves (IGGR) and Ikona Wildlife Management Area (IWMA). Three years (2010-2012) monthly data on wildlife law enforcement inputs and outputs were collected from respective PAs authorities and supplemented with key informant interviews and secondary data. Questionnaire surveys were conducted to wildlife law enforcement staff. Shadow prices for non-marketed inputs were estimated, and market prices for marketed inputs. Data Envelopment Analysis (DEA) was used to estimate economic efficiency using Variable Return to Scale (VRS) and Constant Return to Scale (CCR) assumptions. Results revealed that wildlife law enforcement in all PAs was economically inefficient, with less inefficiency observed in IWMA. The less inefficiency in IWMA is likely attributed to existing sense of ownership and responsibility created through community-based conservation which resulted in to decrease in law enforcement costs. A slacks evaluation revealed a potential to reduce fuel consumption, number of patrol vehicles, ration and prosecution efforts at different magnitudes between studied protected areas. There is equal potential to recruit more rangers while maintaining the resting time. These finding forms the bases for monitoring and evaluation with respect to resource usage to enhance efficiency. It is further recommended to enhance community participation in conservation in SENAPA and IGGR to lower law enforcement costs. Collaboration between protected area, police and judiciary is fundamental to enhance enforcement efficiency. Despite old dataset, these findings are relevant since neither conservation policy nor institution framework has changed substantially in the last decade. 展开更多
关键词 Serengeti Ecosystem Wildlife Law enforcement Data Envelopment Analysis
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Administrative Patent Enforcement in China 被引量:1
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作者 Han Weiwei 《China's Foreign Trade》 2016年第3期28-29,共2页
China is one of the major markets for patent filing and patent exploitation.A powerful enforcement environment may boost both of patent filing and exploitation.A two-track system for the patent enforcement is availabl... China is one of the major markets for patent filing and patent exploitation.A powerful enforcement environment may boost both of patent filing and exploitation.A two-track system for the patent enforcement is available in China:the administrative system via local intellectual property offices,and the judicial system via courts. 展开更多
关键词 PATENT enforcement PATENT INTELLECTUAL JUDICIAL exploitation ADMINISTRATIVE POWERFUL ADMINISTRATIVE
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On the Eve of the Enforcement of the Arbitration Law——An interview with Xu Dayou, vice-chairman of China Council for the Promotion of International Trade and of the China International Economic and Trade Arbitration Commission 被引量:1
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作者 Min Zi 《China's Foreign Trade》 1995年第6期6-7,共2页
The Arbitration Law of the People’s Republic of China will go into effect on September 1, 1995, which has become the focus of world attention. This is an important law promulgated by China for handling economic dispu... The Arbitration Law of the People’s Republic of China will go into effect on September 1, 1995, which has become the focus of world attention. This is an important law promulgated by China for handling economic disputes. All the parties concerned are making intense preparations for the successful enforcement of the Law. As the first nongovernmental organisation engaged in arbitration affairs, the China Council 展开更多
关键词 On the Eve of the enforcement of the Arbitration Law vice-chairman of China Council for the Promotion of International Trade and of the China International Economic and Trade Arbitration Commission An interview with Xu Dayou
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Study on Game Theory of Social Law Enforcement
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作者 张国臣 黎志成 《Journal of Beijing Institute of Technology》 EI CAS 2003年第3期329-331,共3页
Based on the basis of the two stage dynamic game of complete information and purely tactful perfect equilibrium theory, the non cooperative gaming between the police department and the criminals is analyzed. Dyn... Based on the basis of the two stage dynamic game of complete information and purely tactful perfect equilibrium theory, the non cooperative gaming between the police department and the criminals is analyzed. Dynamic game can be proved to forecast and explain potential tactful choices of the police department and the criminals at various stages, so as to analyze the essence of the law enforcement by the theoretical models. 展开更多
关键词 law enforcement dynamic game Nash equilibrium Bayesian equilibrium
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Foreign-invested Companies are Self-willed or China's Antitrust Law Enforcement is Prejudicial?
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作者 Jin Shanming 《China's Foreign Trade》 2016年第1期43-45,共3页
It is the ninth year for China to implement the Antitrust Law and the law enforcement has been seeing plenty of new measures,which helps the Law keep improving.Since the year of 2014,the antitrust law enforcement divi... It is the ninth year for China to implement the Antitrust Law and the law enforcement has been seeing plenty of new measures,which helps the Law keep improving.Since the year of 2014,the antitrust law enforcement division of the State Council has disclosed a series of sensational antitrust investigation cases and the foreign-invested companies serve as a target among these cases.For instance,the" 展开更多
关键词 invested enforcement COMPANIES plenty instance funded SEEING LICENSE COMPETITION behave
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Wi-Fi Traffic Enforcement System (WiTE)
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作者 Fady W. Gendi Tarek K. Refaat +5 位作者 Amir H. Sadek Ramez M. Daoud Hassanein H. Amer Chahir S. Fahmy Omar M. Kassem Hany M. ElSayed 《Journal of Transportation Technologies》 2013年第2期142-148,共7页
This paper proposes a single integrated traffic enforcement system that is able to recognize and report various traffic violations. It consists of a Wi-Fi infrastructure that enables communication between moving vehic... This paper proposes a single integrated traffic enforcement system that is able to recognize and report various traffic violations. It consists of a Wi-Fi infrastructure that enables communication between moving vehicles and a central node. Unlike existing solutions, which address single violations, the proposed model encompasses several issues like exceeding speed limits, entering a no entry street, car theft, congestion and tolling. OPNET simulations were run to test the Wi-Fi model and define its different characteristics and limitations. A proof-of-concept case was modeled, and the proposed architecture succeeded in meeting all design requirements. 展开更多
关键词 WI-FI TRAFFIC enforcement Vehicular NETWORKING VEHICLE to INFRASTRUCTURE (V2I) INFRASTRUCTURE to VEHICLE (I2V)
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Application of Intelligent Power Consumption Management and Control Technology in Enterprise Off-site Enforcement
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作者 Chengxin PAN Hanju BAO +1 位作者 Yun WU Gaihua XU 《Meteorological and Environmental Research》 CAS 2021年第3期41-46,共6页
Regarding the current difficulties in SME(small and medium enterprise)supervision,especially considering the problem that the emission reduction task cannot be effectively implemented under the off-site daily supervis... Regarding the current difficulties in SME(small and medium enterprise)supervision,especially considering the problem that the emission reduction task cannot be effectively implemented under the off-site daily supervision and the new normal of epidemic prevention with control of heavily polluted weather,a new type of intelligent power management technology has been proposed.Power information collection equipment and intelligent data collection and transmission terminal are installed to collect power consumption information of enterprise production facilities and pollution control facilities,and their operating conditions are monitored in 24 h.Abnormal operation alarm and closed-loop disposal management are provided through the software platform.The practical application of power monitoring technology in Rizhao City proves that the system alarms accurately and monitors efficiently.On the one hand,it has improved the efficiency of daily supervision of the ecological environment department,and can accurately investigate and correct corporate pollution control violations.On the other hand,it has enriched environmental supervision methods to accurately control the implementation of emergency emission reduction measures.The application of this technology has realized the transformation from civil defense to technical defense,from random law enforcement to precise law enforcement,and from on-site law enforcement to off-site law enforcement in the supervision of polluting enterprises in the jurisdiction,creating a new mode of off-site law enforcement for enterprises. 展开更多
关键词 Intelligent management and control Off-site enforcement Polluting enterprise Pollution control facilities Electricity information monitoring
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Scalable and Accessible Crash Hot Spot Detection for Traffic Law Enforcement
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作者 Beau Burdett Ran Yi +2 位作者 Steven T. Parker Andrea Bill David A. Noyce 《Journal of Transportation Technologies》 2021年第2期265-283,共19页
Law enforcement agencies have begun utilizing traffic and crash data to improve traffic law enforcement delivery. However, many agencies often do not have the resources or expertise to harness fully the benefits this ... Law enforcement agencies have begun utilizing traffic and crash data to improve traffic law enforcement delivery. However, many agencies often do not have the resources or expertise to harness fully the benefits this data offers. A free to use, scalable traffic crash hot spot detection tool was developed to aid law enforcement agency decision makers, statewide to the local municipality level. The tool was developed to identify crash hot spots algorithmically with </span><span style="font-family:Verdana;">a range of customizable parameters based on location, date and time, and</span><span style="font-family:Verdana;"> crash factors, enabling quick, dynamic queries. These capabilities provide the ability for law enforcement agencies to conduct “what if” analyses and make data-driven allocation decisions, placing officer resources where they are most needed. The two-step algorithm first identifies potential hot spots based on </span><span style="font-family:Verdana;">crash density and then ranks each hot spot using a standardized z-score </span><span style="font-family:Verdana;">measure of relative significance. To test the viability of the tool, a pilot was conducted identifying 27 hot spots across Wisconsin where targeted enforcement was then deployed. Despite officer skepticism, results from the pilot found officers at sites targeted for speeding and seatbelt violations were nearly twice as likely to initiate traffic stops compared to non-targeted hot spots. Empirical Bayes before-and-after crash analyses found fatal and injury crashes reduced significantly by nearly 11% during the months with targeted enforcement, while property damage crashes and total crashes were unchanged. Overall, the results show the algorithm can identify hotspots where, coupled with targeted enforcement, traffic safety improvements can be made. 展开更多
关键词 Hot Spots Law enforcement Traffic Data Crash Data
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Settlement of the Case of the Enforcement of CIETAC Arbitral Awards Barred in Hebei and Hong Kong
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《China's Foreign Trade》 2001年第8期36-39,共4页
关键词 CIETAC CASE Settlement of the Case of the enforcement of CIETAC Arbitral Awards Barred in Hebei and Hong Kong
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Impact of Enforcement of Right of Communication through Information Network
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作者 Chen Wen Attorney-at-law of the Beijing Hankun Law Firm 《中国专利与商标》 2006年第4期89-93,共5页
On 27 October 2001, the Standing Committee of the People's Congress reviewed and passed the Amendment to the Copyright Law of the People's Republic of China. In Article 10 of the amended Copyright Law as of 20... On 27 October 2001, the Standing Committee of the People's Congress reviewed and passed the Amendment to the Copyright Law of the People's Republic of China. In Article 10 of the amended Copyright Law as of 2001 has been incorporated a new subject matter under the copyright protection: the right of communication through information network, that is, the right to make a work available to the public by wire or by wireless means, so that people may have access to the work from a place and at a time individu... 展开更多
关键词 PRO Impact of enforcement of Right of Communication through Information Network ISP
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Achievements Outstanding In Protecting Minors——Report on enforcement of Law on the Protection of Minors (excerpts)
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作者 GU XIULIAN Vice-Chairperson of the NPC Standing Committee, China. 《The Journal of Human Rights》 2003年第6期6-9,共4页
The Law of the People's Republic of China on the Protection of Minors and the Law ofthe People's Republic of China on the Prevention of Juvenile Crimes were passed on September 4, 1991 and June 28,1999 and cam... The Law of the People's Republic of China on the Protection of Minors and the Law ofthe People's Republic of China on the Prevention of Juvenile Crimes were passed on September 4, 1991 and June 28,1999 and came into force on January 1, 1992 and November 1, 1999. Over the past decades, China has scoredoutstanding achievements in implementing the two laws. In order to strengthen supervision of the implementationof the two laws and better protect the lawful rights and interests of the under-aged, the National People's CongressStanding Committee set up a Law Enforcement Check Group in July 2003, which carried out a nationwidecheck of the implementation of the two laws. On August 25, NPC Vice-Chairperson Gu Xiulian reported on theresult of the check to the fourth meeting of the Tenth NPC standing committee. She described the generalsituation in the implementation of the two laws as 'good' and also identified some problems and put forwardsome recommendations with regard to the enforcement and implementation of the two laws.The following are the excerpts of the report: 展开更多
关键词 of for Pr on excerpts Achievements Outstanding In Protecting Minors Report on enforcement of Law on the Protection of Minors
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Guideline for Making,Enforcement of Laws
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作者 WANG SHIHU 《The Journal of Human Rights》 2008年第1期31-32,共2页
Respect for and protection of human rights is a constitutional principle for China. China's Constitution states: "The ,State shall respect and protect human rights" In practice, this constitutional principle serve... Respect for and protection of human rights is a constitutional principle for China. China's Constitution states: "The ,State shall respect and protect human rights" In practice, this constitutional principle serves as an important guideline for the making and enforcement of laws. 展开更多
关键词 Guideline for Making enforcement of Laws
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Enforcement of Regulations of the People's Republic of China on Disclosure of Government Information and Continual Development of a Group of Basic Human Rights
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作者 ZHAO ZHENGQUN 《The Journal of Human Rights》 2014年第2期30-34,共5页
Introduction 2013 saw the sixth anniversary of the formulation of Regulations of the People's Republic of China on Disclosure of Government Information (hereinafter referred to as the Regulations) and the fifth ann... Introduction 2013 saw the sixth anniversary of the formulation of Regulations of the People's Republic of China on Disclosure of Government Information (hereinafter referred to as the Regulations) and the fifth anniversary of their being put into effect. As the Regulations were stipulated and put into force, 展开更多
关键词 enforcement of Regulations of the People’s Republic of China on Disclosure of Government Information and Continual Development of a Group of Basic Human Rights
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Governance or reputation?Flexible tax enforcement and excess goodwill:Evidence from the taxpaying credit rating system in China 被引量:1
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作者 Jingbo Luo Chun Guo 《China Journal of Accounting Research》 2023年第3期94-119,共26页
This study investigates the effect of flexible tax enforcement on firms’excess goodwill using unique manually collected data on taxpaying credit rating in China from 2014 to 2021.We document that A-rated taxpayer fir... This study investigates the effect of flexible tax enforcement on firms’excess goodwill using unique manually collected data on taxpaying credit rating in China from 2014 to 2021.We document that A-rated taxpayer firms have less excess goodwill;A-rated firms reduce excess goodwill by 0.005 vis-a-vis non-Arated firms,which accounts for 100%of the mean value of excess goodwill.This finding holds after multiple robustness tests and an endogeneity analysis.Moreover,this negative effect is more pronounced in firms with low information transparency,that are non-state-owned and that are located in regions with low tax enforcement intensity.The channel test results suggest that taxpaying credit rating system as flexible tax enforcement reduces firms’excess goodwill through a reputation-based effect and not a governance-based effect.This study reveals that the taxpaying credit rating system in China as flexible tax enforcement can bring halo effect to A rating firms,thereby limiting irrational M&As and breaking goodwill bubble. 展开更多
关键词 Flexible tax enforcement Taxpaying credit rating Excess goodwill M&A Reputation-based effect
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西藏交通警察道路执法工作的风险与防范
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作者 尼桑拉 《时代汽车》 2024年第12期184-186,共3页
西藏自治区自然、地理与气候环境复杂且特殊,道路交通环境相对恶劣,这导致当地交通警察道路执法工作面临诸多风险,包括警员人身安全和执法效能等风险。对此,文章对西藏交通警察道路执法工作风险进行了调查分析,从地区环境、警员安全意... 西藏自治区自然、地理与气候环境复杂且特殊,道路交通环境相对恶劣,这导致当地交通警察道路执法工作面临诸多风险,包括警员人身安全和执法效能等风险。对此,文章对西藏交通警察道路执法工作风险进行了调查分析,从地区环境、警员安全意识与技能、执法装备、社会宣传和教育等角度探讨了相关风险的成因,针对性相关风险成因,提出从优化警力配置与道路信息推送、加强警员培训、完善警务装备、加强法治化宣传教育等工作来消除相关风险,以期保障警员安全并改善西藏交通环境。 展开更多
关键词 西藏 道路执法 信息推送 警用装备 法治化 harsh which leads to the local traffic POLICE road LAW enforcement work to face a lot of RISKS including the personal SAFETY of the POLICE officers and LAW enforcement effectiveness and other risks. In this regard this paper investigates and analyzes the RISKS of road LAW enforcement work of the Xi Zang traffic POLICE discusses the causes of the RISKS from the perspectives of regional environment POLICE SAFETY awareness and skills LAW enforcement equipment social publicity and education and proposes to eliminate the RISKS by optimizing the allocation of POLICE force and road information delivery strengthening POLICE training improving POLICE equipment and strengthening the rule of LAW publicity and education etc. so as to guarantee the SAFETY of POLICE officers and improve the effectiveness of LAW enforcement so as to ensure the SAFETY of POLICE officers and improve the traffic environment in Xi Zang.
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Decentralized runtime enforcement for robotic swarms
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作者 Chi HU Wei DONG +2 位作者 Yong-hui YANG Hao SHI Fei DENG 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2020年第11期1591-1606,共16页
Robotic swarms are usually designed in a bottom-up way,which can make robotic swarms vulnerable to environmental impact.It is particularly true for the widely used control mode of robotic swarms,where it is often the ... Robotic swarms are usually designed in a bottom-up way,which can make robotic swarms vulnerable to environmental impact.It is particularly true for the widely used control mode of robotic swarms,where it is often the case that neither the correctness of the swarming tasks at the macro level nor the safety of the interaction among agents at the micro level can be guaranteed.To ensure that the behaviors are safe at runtime,it is necessary to take into account the property guard approaches for robotic swarms in uncertain environments.Runtime enforcement is an approach which can guarantee the given properties in system execution and has no scalability issue.Although some runtime enforcement methods have been studied and applied in different domains,they cannot effectively solve the problem of property enforcement on robotic swarm tasks at present.In this paper,an enforcement method is proposed on swarms which should satisfy multi-level properties in uncertain environments.We introduce a macromicro property enforcing framework with the notion of agent shields and a discrete-time enforcing mechanism called D-time enforcing.To realize this method,a domain specification language and the corresponding enforcer synthesis algorithms are developed.We then apply the approach to enforce the properties of the simulated robotic swarm in the robotflocksim platform.We evaluate and show the effectiveness of the method with experiments on specific unmanned aerial vehicle swarm tasks. 展开更多
关键词 Runtime enforcement Multi-level property D-time enforcement Robotic swarm
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Evaluation of red-light camera enforcement using traffic violations
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作者 Khaled Shaaban Anurag Pande 《Journal of Traffic and Transportation Engineering(English Edition)》 2018年第1期66-72,共7页
The State of O.atar started to use red-light cameras in 2007 at key signalized intersections and the rate of installation has subsequently increased. In 2017, 19.2% of signalized intersections are equipped with red-li... The State of O.atar started to use red-light cameras in 2007 at key signalized intersections and the rate of installation has subsequently increased. In 2017, 19.2% of signalized intersections are equipped with red-light cameras. In many cases, the cameras are not installed on all approaches to the intersections. The purpose of this study is to compare the red-light running violations on approaches with and without red-light running enforcement cameras at the same intersections. Actual field observations were used in this study. Different vari- ables were investigated, including the day of the week, time of day, traffic volume, the possibility of glare on an approach, and the lengths of the yellow and all-red times. A regression tree model was used to explain the characteristics associated with the violations. The results showed that the number of violations on low-volume approaches was five times higher than on high-volume approaches. The results also showed that the presence of the cameras significantly lowered red-light running violations. High-volume approaches without cameras had an approximately eight times higher rate of violations than high-vol- ume approaches with cameras. The analysis also showed that bringing the all-red interval closer to the values recommended by the Institute of Transportation Engineers formula may bring down the rates of violations for low-volume approaches. As with any observational data mining method, the study could benefit from a larger sample size. The method used in the study was effective and is easily transferable to other locations. The results of this study can be used in developing new strategies to improve safety at signalized intersections. 展开更多
关键词 Driver behavior Traffic signal Police enforcement Risky driving Automated enforcement Road policing
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