近年来手势识别作为人机交互的重要组成部分,受到广泛的关注.很多应用受益于手势识别,比如智能手机、智能家居、体感游戏等.与现有基于射频识别(radio frequency identification,RFID)的手势识别系统相比,基于RFID的免携带设备(device f...近年来手势识别作为人机交互的重要组成部分,受到广泛的关注.很多应用受益于手势识别,比如智能手机、智能家居、体感游戏等.与现有基于射频识别(radio frequency identification,RFID)的手势识别系统相比,基于RFID的免携带设备(device free)手势识别方法,不需要用户携带任何设备,因此有更好的用户体验.其主要思想是利用手势动作对信号的干扰信息作为指纹特征,并且利用多径增加匹配难度,从而保证了手势识别的准确度.具体思路为:通过数据分片解决RFID通信在时域上不连续的问题,进而采用雷达中合成孔径雷达(synthetic aperture radar,SAR)算法获取每个手势对应的指纹特征矩阵.最后,借鉴动态时间归整(dynamic time warping,DTW)算法匹配先验手势指纹库,从而完成手势识别.真实环境下的实验结果显示该方法可达到约85%的正确识别率,证明给出方法具有很高的可行性.展开更多
With the development of quantum computer, multivariate public key cryptography withstanding quantum attack has became one of the research focus. The existed signcryption schemes from discrete logarithm and bilinear pa...With the development of quantum computer, multivariate public key cryptography withstanding quantum attack has became one of the research focus. The existed signcryption schemes from discrete logarithm and bilinear paring are facing the serious threats. Based on multivariate public key cryptography, a new certificateless multi-receiver hybrid signcryption scheme has been proposed. The proposal reduced the cipher text and could handle arbitrary length messages by employing randomness reusing and hybrid encryption, as well as keeping security. In the random oracle model, the scheme＇s confidentiality could withstand the IND-CCA2 adversary and its unforgeability could withstand the UF-CMA adversary under the hardness of multivariat quadratic （MQ） problem and isomorphism of polynomials （IP） assumption. It has less computation overhead and higher transmission efficiency than others. It reduced 33% cipher data compared with the existed similar scheme.展开更多
文摘近年来手势识别作为人机交互的重要组成部分,受到广泛的关注.很多应用受益于手势识别,比如智能手机、智能家居、体感游戏等.与现有基于射频识别(radio frequency identification,RFID)的手势识别系统相比,基于RFID的免携带设备(device free)手势识别方法,不需要用户携带任何设备,因此有更好的用户体验.其主要思想是利用手势动作对信号的干扰信息作为指纹特征,并且利用多径增加匹配难度,从而保证了手势识别的准确度.具体思路为:通过数据分片解决RFID通信在时域上不连续的问题,进而采用雷达中合成孔径雷达(synthetic aperture radar,SAR)算法获取每个手势对应的指纹特征矩阵.最后,借鉴动态时间归整(dynamic time warping,DTW)算法匹配先验手势指纹库,从而完成手势识别.真实环境下的实验结果显示该方法可达到约85%的正确识别率,证明给出方法具有很高的可行性.
基金Supported by the National Natural Science Foundation of China(61103231,61103230,61272492,61202492)the Project Funded by China Postdoctoral Science Foundation and Natural Science Basic Research Plan in Shaanxi Province of China(2014JQ8358,2014JQ8307,2014JM8300)
文摘With the development of quantum computer, multivariate public key cryptography withstanding quantum attack has became one of the research focus. The existed signcryption schemes from discrete logarithm and bilinear paring are facing the serious threats. Based on multivariate public key cryptography, a new certificateless multi-receiver hybrid signcryption scheme has been proposed. The proposal reduced the cipher text and could handle arbitrary length messages by employing randomness reusing and hybrid encryption, as well as keeping security. In the random oracle model, the scheme＇s confidentiality could withstand the IND-CCA2 adversary and its unforgeability could withstand the UF-CMA adversary under the hardness of multivariat quadratic （MQ） problem and isomorphism of polynomials （IP） assumption. It has less computation overhead and higher transmission efficiency than others. It reduced 33% cipher data compared with the existed similar scheme.
