针对传统互联网低比特率编解码器(internet Low Bit Rate Codec,iLBC)语音隐写主要集中在线性频谱频率系数矢量量化、码本搜索矢量量化或增益量化的单个阶段,难以应对多阶段下的联合隐写检测等问题,提出一种基于多特征融合和双向长短时...针对传统互联网低比特率编解码器(internet Low Bit Rate Codec,iLBC)语音隐写主要集中在线性频谱频率系数矢量量化、码本搜索矢量量化或增益量化的单个阶段,难以应对多阶段下的联合隐写检测等问题,提出一种基于多特征融合和双向长短时记忆(Bi-Directional Long Short-Term Memory,BiLSTM)网络的iLBC语音隐写检测算法.通过分析隐写对不同阶段参数带来的影响,提取线性频谱频率系数矢量量化、码本搜索矢量量化和增益量化过程中的多种隐写特征,并分别输入到相应的BiLSTM检测网络,最后将各检测网络的结果进行融合,得到最终隐写检测结果 .实验表明,所提算法可以实现多阶段下的联合隐写检测,而且在语音时长较短时,仍能取得优异的检测结果,平均检测准确率达到了90%以上.展开更多
Bi-directional static loading test adopting load cells is widely used around the world at present, with increase in diameter and length of deep foundations. In this paper, a new simple conversion method to predict the...Bi-directional static loading test adopting load cells is widely used around the world at present, with increase in diameter and length of deep foundations. In this paper, a new simple conversion method to predict the equivalent pile head load-settlement curve considering elastic shortening of deep foundation was put forward according to the load transfer mechanism. The proposed conversion method was applied to root caisson foundation in a bridge and to large diameter pipe piles in a sea wind power plant. Some new load cells, test procedure, and construction technology were adopted based on the applications to different deep foundations, which could enlarge the application scopes of bi-directional loading test. A new type of bi-directional loading test for pipe pile was conducted, in which the load cell was installed and loaded after the pipe pile with special connector has been set up. Unlike the conventional bi-directional loading test, the load cell can be reused and shows an evident economic benefit.展开更多
为了演示和验证稳定器设计的就地相位补偿法在多机电力系统中的应用,介绍在多机电力系统中,就地补偿设计稳定器的2个应用实例。第1个实例是在多机电力系统中就地补偿设计电力系统稳定器(power system stabilizer,PSS),阻尼电力系统局...为了演示和验证稳定器设计的就地相位补偿法在多机电力系统中的应用,介绍在多机电力系统中,就地补偿设计稳定器的2个应用实例。第1个实例是在多机电力系统中就地补偿设计电力系统稳定器(power system stabilizer,PSS),阻尼电力系统局部模振荡。第2个实例是就地补偿设计附加在静态同步补偿器(static synchronous compensator,STATCOM)上的稳定器,抑制多机电力系统中的区域模振荡,并给出在一个16机电力系统中的应用计算和仿真结果。展开更多
A Hyperbolic Tangent multi-valued Bi-directional Associative Memory (HTBAM)model is proposed in this letter. Two general energy functions are defined to prove the stabilityof one class of multi-valued Bi-directional A...A Hyperbolic Tangent multi-valued Bi-directional Associative Memory (HTBAM)model is proposed in this letter. Two general energy functions are defined to prove the stabilityof one class of multi-valued Bi-directional Associative Memorys(BAMs), with HTBAM being thespecial case. Simulation results show that HTBAM has a competitive storage capacity and muchmore error-correcting capability than other multi-valued BAMs.展开更多
Scaffolds with multimodal pore structure are essential to cells differentiation and proliferation in bone tissue engineering.Bi-/multi-modal porous PLGA/hydroxyapatite composite scaffolds were prepared by supercritica...Scaffolds with multimodal pore structure are essential to cells differentiation and proliferation in bone tissue engineering.Bi-/multi-modal porous PLGA/hydroxyapatite composite scaffolds were prepared by supercritical CO_2 foaming in which hydroxyapatite acted as heterogeneous nucleation agent.Bimodal porous scaffolds were prepared under certain conditions,i.e.hydroxyapatite addition of 5%,depressurization rate of 0.3 MPa·min^(-1),soaking temperature of 55℃,and pressure of 9 MPa.And scaffolds presented specific structure of small pores(122 μm±66 μm)in the cellular walls of large pores(552μm±127μm).Furthermore,multimodal porous PLGA scaffolds with micro-pores(37 μm±11 μm)were obtained at low soaking pressure of 7.5 MPa.The interconnected porosity of scaffolds ranged from(52.53±2.69)% to(83.08±2.42)%by adjusting depressurization rate,while compression modulus satisfied the requirement of bone tissue engineering.Solvent-free CO_2 foaming method is promising to fabricate bi-/multi-modal porous scaffolds in one step,and bioactive particles for osteogenesis could serve as nucleation agents.展开更多
文摘针对传统互联网低比特率编解码器(internet Low Bit Rate Codec,iLBC)语音隐写主要集中在线性频谱频率系数矢量量化、码本搜索矢量量化或增益量化的单个阶段,难以应对多阶段下的联合隐写检测等问题,提出一种基于多特征融合和双向长短时记忆(Bi-Directional Long Short-Term Memory,BiLSTM)网络的iLBC语音隐写检测算法.通过分析隐写对不同阶段参数带来的影响,提取线性频谱频率系数矢量量化、码本搜索矢量量化和增益量化过程中的多种隐写特征,并分别输入到相应的BiLSTM检测网络,最后将各检测网络的结果进行融合,得到最终隐写检测结果 .实验表明,所提算法可以实现多阶段下的联合隐写检测,而且在语音时长较短时,仍能取得优异的检测结果,平均检测准确率达到了90%以上.
基金Supported by the National Natural Science Foundation of China (50908048)the Priority Academic Program Development (PAPD) Project of JiangsuHigher Education Institutions
文摘Bi-directional static loading test adopting load cells is widely used around the world at present, with increase in diameter and length of deep foundations. In this paper, a new simple conversion method to predict the equivalent pile head load-settlement curve considering elastic shortening of deep foundation was put forward according to the load transfer mechanism. The proposed conversion method was applied to root caisson foundation in a bridge and to large diameter pipe piles in a sea wind power plant. Some new load cells, test procedure, and construction technology were adopted based on the applications to different deep foundations, which could enlarge the application scopes of bi-directional loading test. A new type of bi-directional loading test for pipe pile was conducted, in which the load cell was installed and loaded after the pipe pile with special connector has been set up. Unlike the conventional bi-directional loading test, the load cell can be reused and shows an evident economic benefit.
文摘为了演示和验证稳定器设计的就地相位补偿法在多机电力系统中的应用,介绍在多机电力系统中,就地补偿设计稳定器的2个应用实例。第1个实例是在多机电力系统中就地补偿设计电力系统稳定器(power system stabilizer,PSS),阻尼电力系统局部模振荡。第2个实例是就地补偿设计附加在静态同步补偿器(static synchronous compensator,STATCOM)上的稳定器,抑制多机电力系统中的区域模振荡,并给出在一个16机电力系统中的应用计算和仿真结果。
基金Supported by the National Natural Science Foundation of China(No.60271017)
文摘A Hyperbolic Tangent multi-valued Bi-directional Associative Memory (HTBAM)model is proposed in this letter. Two general energy functions are defined to prove the stabilityof one class of multi-valued Bi-directional Associative Memorys(BAMs), with HTBAM being thespecial case. Simulation results show that HTBAM has a competitive storage capacity and muchmore error-correcting capability than other multi-valued BAMs.
基金Support by the National Natural Science Foundation of China(21276225,21476196)
文摘Scaffolds with multimodal pore structure are essential to cells differentiation and proliferation in bone tissue engineering.Bi-/multi-modal porous PLGA/hydroxyapatite composite scaffolds were prepared by supercritical CO_2 foaming in which hydroxyapatite acted as heterogeneous nucleation agent.Bimodal porous scaffolds were prepared under certain conditions,i.e.hydroxyapatite addition of 5%,depressurization rate of 0.3 MPa·min^(-1),soaking temperature of 55℃,and pressure of 9 MPa.And scaffolds presented specific structure of small pores(122 μm±66 μm)in the cellular walls of large pores(552μm±127μm).Furthermore,multimodal porous PLGA scaffolds with micro-pores(37 μm±11 μm)were obtained at low soaking pressure of 7.5 MPa.The interconnected porosity of scaffolds ranged from(52.53±2.69)% to(83.08±2.42)%by adjusting depressurization rate,while compression modulus satisfied the requirement of bone tissue engineering.Solvent-free CO_2 foaming method is promising to fabricate bi-/multi-modal porous scaffolds in one step,and bioactive particles for osteogenesis could serve as nucleation agents.