收稿日期: 2022-05-20
网络出版日期: 2022-10-09
基金资助
广东省自然科学基金资助项目(2022A1515011830);广州市科技计划项目(202102080352);广东省短距离无线探测与通信重点实验室项目(2017B030314003)
Rate Adaptation in Multiple Access Based on DS-UsWB Body Communication
Received date: 2022-05-20
Online published: 2022-10-09
Supported by
the Natural Science Foundation of Guangdong Province(2022A1515011830)
体域网是远程医疗和健康监护的重要环节,现有研究多采用电磁波传输。相比之下,人体软组织中超声波传播衰减小,产生的热量少,比电磁波传输距离远且致病风险低,利用超声波实现人体范围的通信和组网具有一定优势。现有的超声波宽带通信多采用超短脉冲减少多径交叠及其带来的干扰,结合直接序列扩频技术可以共享信道实现多点接入。但是,增加通信数量带来的干扰使目标通信链路接收节点的信噪比降低,采用固定帧长与码长无法保证通信可靠性。文中针对多点接入的场景,对节点的通信速率进行数学建模,研究竞争与合作两种场景下的自适应速率调整方法,利用凸优化理论的拉格朗日乘数法推导了帧长和码长的闭式解,在多点通信中动态改变帧长和码长实现速率调整。仿真结果表明,文中方法随着通信链路数及其干扰变化可实现自适应速率调整,其中,基于协商对策论的合作方案可以平衡不同节点的通信速率,获得更好的网络性能,基于速率最大的竞争方案有助于提高目标通信链路的有效通信速率,实际应用中需根据应用场景进行选择。
刘娇蛟, 陈阿粤, 马碧云 . 基于直扩超声波宽带人体通信多点接入的自适应速率调整[J]. 华南理工大学学报(自然科学版), 2023 , 51(3) : 91 -97 . DOI: 10.12141/j.issn.1000-565X.220295
Body Area Network (BAN) is an important component for remote healthcare and health monitoring, and existing research often utilizes electromagnetic wave transmission for data transfer within the network. In contrast, ultrasound wave propagation in human soft tissue experiences less attenuation and generates less heat. Compared to electromagnetic wave transmission, ultrasound-based communication and networking within the human body have certain advantages, such as longer transmission distances and lower risks of inducing pathogenic effects. The existing ultrasonic wideband communication technology often uses ultra-short pulse to reduce path overlapping and the resulting interference. Besides, the multiple access through channel sharing can be realized by combining direct sequence spread spectrum. However, the interference caused by the increase of communication number reduces the received signal-to-noise ratio. Communication reliability can not be guaranteed with the fixed frame length and code length. In this paper, the adaptive rate adjustment of multiple access was modeled mathematically and the implementation methods based on competition and cooperation were studied. Then the close form solution was derived with the Lagrange multiplier method in convex optimization theory, with which the frame length and code length were dynamically changed to realize rate adjustment. Simulation results show that those methods can adapt to the changes of communication links and the resulting interference; the cooperative method based on bargaining game theory can obtain better network performance by balancing the communication rate of different access nodes; the competition scheme based on the maximum rate is helpful to improve the effective communication rate of the target communication link. In practical application, scheme should be selected according to the application scenario.
| 1 | 孙倩倩,周守君 .我国远程医疗的现状、问题及发展对策[J].南京医科大学学报(社会科学版),2022,22(1):25-30. |
| SUN Qianqian, ZHOU Shoujun .The development status problems and countermeasures of China's telemedicine[J].Journal of Nanjing Medical University(Social Sciences),2022,22(1):25-30. | |
| 2 | MOHAMED M, MAISELI B J, AI Y,et al .In-body sensor communication:Trends and challenges[J].IEEE Electromagnetic Compatibility Magazine,2021,10(2):47-52. |
| 3 | SANTAGATI G E, MELODIA T .A software-defined ultrasonic networking framework for wearable devices[J].IEEE/ACM Transactions on Networking,2017,25(2):960-973. |
| 4 | OKUNEV Y, ARNESON M, BANDY W,et al .Signal processing in acoustic systems for the capsule endoscopy[C]∥Proceedings of the 2011 IEEE Signal Processing in Medicine and Biology Symposium (SPMB).Brooklyn,NY:IEEE,2011:1-5. |
| 5 | WANG Q, GUAN Q, CHENG J,et al .Ultrasonic indexed modulation and multiple access for intra-body networks[J].IEEE Transactions on Communications,2021,69(1):108-120. |
| 6 | TABAK G, YANG S, MILLER R J,et al .Video-capable ultrasonic wireless communications through biological tissues[J].IEEE Transactions on Ultrasonics,Ferroelectrics,and Frequency Control,2021,68(3):664-674. |
| 7 | ELISABETTA C S, LAURA G .Impulse response analysis of an ultrasonic human body channel[J].Computer Networks,2020,171(193):1-13. |
| 8 | SANTAGATI G E, MELODIA T, GALLUCCIO L,et al .Ultrasonic networking for E-health applications[J].IEEE Wireless Communications,2013,20(4):74-81. |
| 9 | 刘娇蛟,王倩倩,马碧云 .基于直扩超宽带的超声波人体通信技术仿真[J].华南理工大学学报(自然科学版),2020,48(3):18-23. |
| LIU Jiaojiao, WANG Qianqian, MA Biyun .Simulation of ultrasonic human body communication technology based on DS-UsWB[J].Journal of South China University of Technology (Natural Science Edition),2020,48(3):18-23. | |
| 10 | SANTAGATI G E, MELODIA T, GALLUCCIO L,et al .Medium access control and rate adaptation for ultrasonic intrabody sensor networks[J].IEEE/ACM Transactions on Networking,2015,23(4):1121-1134. |
| 11 | SANTAGATI G E, DAVE N, MELODIA T .Design and performance evaluation of an implantable ultrasonic networking platform for the internet of medical things[J].IEEE/ACM Transactions on Networking,2020,28(1):29-42. |
| 12 | WANG Q, GUAN Q, MA B,et al .Direct-sequence ultrasonic wideband technology for intra-body communications[J].IEEE Communications Letters,2019,23(10):1744-1747. |
| 13 | WIN M Z, SCHOLTZ R A .Ultra-wide bandwidth time-hopping spread-spectrum impulse radio for wireless multiple-access communications[J].IEEE Transactions on Communications,2000,48(4):679-689. |
| 14 | BOYD S, VANDENBERGHE L .凸优化[M].王书宁,许鋆,黄晓霖,译.北京:清华大学出版社,2013:207-224. |
| 15 | MUTHOO A .Bargaining theory with applications[M].[S.l.]:Cambridge University Press,1999:40-72. |
| 16 | 刘娇蛟,韦岗 .基于加权协商对策论异构网络快速无线传输的速率分配算法[J].电子学报,2012,40(7):1471-1475. |
| LIU Jiaojiao, WEI Gang .A game-theoretic rate allocation with minimized transmission time over heterogeneous wireless access networks[J].ACTA Electronica Sinica,2012,40(7):1471-1475. | |
| 17 | SANTAGATI G E, MELODIA T .Experimental evaluation of impulsive ultrasonic intra-body communications for implantable biomedical devices[J].IEEE Transactions on Mobile Computing,2017,16(2):367-380. |
| 18 | REYNDERS B, POLLIN S .Chirp spread spectrum as a modulation technique for long range communication[C]∥2016 Symposium on Communications and Vehicular Technologies (SCVT).Mons,Belgium:IEEE,2016:1-5. |
/
| 〈 |
|
〉 |