Muscle Activity-Driven Green-Oriented Random Number Generation Mechanism to Secure WBSN Wearable Device Communications
文献类型：期刊论文
| 作者 | Zheng, Guanglou; Samuel, Oluwarotimi Williams; Chen, Shixiong; Cao, Yuanlong; Zhang, Guanghe; Liu, Fanghua; You, Ilsun |
| 刊名 | WIRELESS COMMUNICATIONS & MOBILE COMPUTING
 |
| 出版日期 | 2018 |
| 文献子类 | 期刊论文 |
| 英文摘要 | Wireless body sensor networks (WBSNs) mostly consist of low-cost sensor nodes and implanted devices which generally have extremely limited capability of computations and energy capabilities. Hence, traditional security protocols and privacy enhancing technologies are not applicable to the WBSNs since their computations and cryptographic primitives are normally exceedingly complicated. Nowadays, mobile wearable and wireless muscle-computer interfaces have been integrated with the WBSN sensors for various applications such as rehabilitation, sports, entertainment, and healthcare. In this paper, we propose MGRNG, a novel muscle activity-driven green-oriented random number generation mechanism which uses the human muscle activity as green energy resource to generate random numbers (RNs). The RNs can be used to enhance the privacy of wearable device communications and secure WBSNs for rehabilitation purposes. The method was tested on 10 healthy subjects as well as 5 amputee subjects with 105 segments of simultaneously recorded surface electromyography signals from their forearm muscles. The proposed MGRNG requires only one second to generate a 128-bit RN, which is much more efficient when compared to the electrocardiography-based RN generation algorithms. Experimental results show that the RNs generated from human muscle activity signals can pass the entropy test and the NIST random test and thus can be used to secure the WBSN nodes. |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/14176]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 推荐引用方式 GB/T 7714 | Zheng, Guanglou,Samuel, Oluwarotimi Williams,Chen, Shixiong,et al. Muscle Activity-Driven Green-Oriented Random Number Generation Mechanism to Secure WBSN Wearable Device Communications[J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING,2018. |
| APA | Zheng, Guanglou.,Samuel, Oluwarotimi Williams.,Chen, Shixiong.,Cao, Yuanlong.,Zhang, Guanghe.,...&You, Ilsun.(2018).Muscle Activity-Driven Green-Oriented Random Number Generation Mechanism to Secure WBSN Wearable Device Communications.WIRELESS COMMUNICATIONS & MOBILE COMPUTING. |
| MLA | Zheng, Guanglou,et al."Muscle Activity-Driven Green-Oriented Random Number Generation Mechanism to Secure WBSN Wearable Device Communications".WIRELESS COMMUNICATIONS & MOBILE COMPUTING (2018). |
入库方式： OAI收割
来源：深圳先进技术研究院
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