计算机科学 ›› 2018, Vol. 45 ›› Issue (11): 82-86.doi: 10.11896/j.issn.1002-137X.2018.11.011
王艳丽1, 阴国富1, 金蓉2
WANG Yan-li1, YIN Guo-fu1, JIN Rong2
摘要: 针对无线传感器网络能量严格受限和节点间能量不均衡的问题,建立无线信息和功率同时传输的协作MIMO通信模型;针对如何获取系统的最佳能量效率的问题,提出一种新的有效资源分配算法。仿真分析和原型实验结果表明,新的有效资源分配算法在迭代次数达到12时收敛,能量效率随发射功率额度的增加而迅速增加,当最大发射功率额度达到3dBm时能量效率趋向平稳;与SISO传输的能耗相比,采用协作MIMO信息和功率同时传输的技术能节省1个以上的能量级,并能得到较高的网络效用。
中图分类号:
[1]LIU H R,SUN Y J,LIU B,et al.Energy ConsumptionBa- lanced Scale-free Fault-Tolerant Topology Model for Wireless Sensor Networks [J].Chinese Journal of Computers,2017,40(8):1843-1855.(in Chinese) 刘浩然,孙雅静,刘彬,等.能耗均衡的无线传感器网络无标度容错拓扑模型[J].计算机学报,2017,40(8):1843-1855. [2]DONG H J,WEI S Y,LIU X C,et al.Review of Wireless Sensor Network Routing Method for Environment Perception [J].Computer Science,2018,45(1):14-23.(in Chinese) 董海俊,韦素媛,刘兴成,等.面向环境感知的无线传感网络路由方法综述[J].计算机科学,2018,45(1):14-23. [3]TIAN X Z,HE J C,GUO M,et al.Mobile charging and data collection strategy in wireless sensor networks[J].Chinese Journal of Scientific Instrument,2018,39(1):216-224.(in Chinese) 田贤忠,何佳存,郭敏,等.无线传感器网络中移动充电和数据收集策略[J].仪器仪表学报,2018,39(1):216-224. [4]ZHANG W P,GUO Y H,WANG M.Forest based data collection in MR-MC wireless sensor networks[J].Journal on Communications,2016,37(3):40-47.(in Chinese) 张伟平,郭亚红,王蒙.MR-MC无线传感器网络基于森林的数据收集研究[J].通信学报,2016,37(3):40-47. [5]WANG Y L,DANG G G.Forest Fire Detection System Based on Wireless Sensor Network and the Energy Saving Algorithm[J].Computer Systems & Applications,2015,24(5):210-214.(in Chinese) 王艳丽,党国刚.秦岭北麓森林火灾监测系统及节能算法[J].计算机系统应用,2015,24(5):210-214. [6]YANG F,CHEN M L,WU X,et al.Warning system for forest-fire based on sensor information fusion technology[J].Journal of HuazhongUniversity of Science & Technology (Natural Scien-ce Edition),2013,41(2):22-25.(in Chinese) 杨帆,陈茂林,吴迅,等.基于传感器信息融合技术的森林火灾报警系统[J].华中科技大学学报(自然科学版),2013,41(2):22-25. [7]KUO Y H,CHEN G S,CHEN J.Energy Management Policy of Wireless Energy Harvesting Sensor[J].Advanced Engineering Sciences,2017,49(6):122-128.(in Chinese) 阔永红,陈国帅,陈健.能量收集的无线传感器节点能量管理策略[J].工程科学与技术,2017,49(6):122-128. [8]RAGHUNATHAN V,GANERIWAL S,SRIVASTAVA M.Emerging techniques for long lived wireless sensor networks[J].IEEE Communications Magazine,2006,44(4):108-114. [9]DU G Y,XIONG K,QIU Z D.Outage performance of multiuser transmission network with energy harvesting cooperative relay[J].Journal of Jilin University (Engineering and Technology Edition),2015,45(3):979-985.(in Chinese) 杜冠瑶,熊轲,裘正定.基于能量收集的协作中继传输性能[J].吉林大学学报(工学版),2015,45(3):979-985. [10]LIANG P Y,LIU X C,SHI C,et al.Research on Dynamic Clustering Selection Algorithm of Multi-ho WSN Based on Cooperative MIMO[J].Acta Automatic Sinica,2010,36(10):1401-1408.(in Chinese) 梁平元,刘星成,石春,等.基于协作MIMO的多跳WSN动态分簇选择算法研究[J].自动化学报,2010,36(10):1401-1408. [11]ZHOU X,ZHANG R,HO C K.Wirelessin for mation and po- wer transfer architecture Design and Rate-Energy tradeoff[J].IEEE Transactions on Communications,2013,61(11):4754-4761. [12]SIAM M Z,KRUNZ M,YOUNIS.Energy-efficient Clustering/routing for cooperative MIMO operation in sensor networks[C]∥Brazil:IEEE INFOCOM.2009:621-629. [13]HU Q S,WU L X,ZHANG S,et al.Energy-saving data transmission scheme for event-driven disaster monitoring sensor networks[J].Journal of Jilin University,2014,44(5):1404-1409.(in Chinese) 胡青松,吴立新,张申,等.事件驱动的灾害监测传感网中的节能数据传输[J].吉林大学学报,2014,44(5):1404-1409. [14]FENG C W.Data Transmission Strategy for Wireless Sensor Network Based on Virtual MIMO[J].Journal of Xiamen University of Technology,2015,23(3):51-56.(in Chinese) 冯陈伟.基于虚拟MIMO的无线传感网数据传输策略[J].厦门理工学院学报,2015,23(3):51-56. |
[1] | 范星泽, 禹梅. 改进灰狼算法的无线传感器网络覆盖优化 Coverage Optimization of WSN Based on Improved Grey Wolf Optimizer 计算机科学, 2022, 49(6A): 628-631. https://doi.org/10.11896/jsjkx.210500037 |
[2] | 高堰泸, 徐圆, 朱群雄. 基于A-DLSTM夹层网络结构的电能消耗预测方法 Predicting Electric Energy Consumption Using Sandwich Structure of Attention in Double -LSTM 计算机科学, 2022, 49(3): 269-275. https://doi.org/10.11896/jsjkx.210100006 |
[3] | 杜辉, 李卓, 陈昕. 基于在线双边拍卖的分层联邦学习激励机制 Incentive Mechanism for Hierarchical Federated Learning Based on Online Double Auction 计算机科学, 2022, 49(3): 23-30. https://doi.org/10.11896/jsjkx.210800051 |
[4] | 王英恺, 王青山. 能量收集无线通信系统中基于强化学习的能量分配策略 Reinforcement Learning Based Energy Allocation Strategy for Multi-access Wireless Communications with Energy Harvesting 计算机科学, 2021, 48(7): 333-339. https://doi.org/10.11896/jsjkx.201100154 |
[5] | 王国武, 陈元琰. 基于跳数修正和遗传模拟退火优化DV-Hop定位算法 Improvement of DV-Hop Location Algorithm Based on Hop Correction and Genetic Simulated Annealing Algorithm 计算机科学, 2021, 48(6A): 313-316. https://doi.org/10.11896/jsjkx.201000101 |
[6] | 张忆文, 林铭炜. 基于动态优先级设备低能耗调度算法 Devices Low Energy Consumption Scheduling Algorithm Based on Dynamic Priority 计算机科学, 2021, 48(11A): 471-475. https://doi.org/10.11896/jsjkx.210100080 |
[7] | 王栋, 王虎, 姜迁里. 基于6LoWPAN的低功耗长距离海洋环境监测系统 Low Power Long Distance Marine Environment Monitoring System Based on 6LoWPAN 计算机科学, 2020, 47(6A): 596-598. https://doi.org/10.11896/JsJkx.190900194 |
[8] | 金小敏, 滑文强. 移动云计算中面向能耗优化的资源管理 Energy Optimization Oriented Resource Management in Mobile Cloud Computing 计算机科学, 2020, 47(6): 247-251. https://doi.org/10.11896/jsjkx.190400020 |
[9] | 胡锦天, 王高才, 徐晓桐. 移动边缘计算中具有能耗优化的任务迁移策略 Task Migration Strategy with Energy Optimization in Mobile Edge Computing 计算机科学, 2020, 47(6): 260-265. https://doi.org/10.11896/jsjkx.190400074 |
[10] | 陈佩佩, 李陶深, 方兴, 王哲. 能量收集全双工中继系统中的安全波束成形研究 Study on Secure Beamforming for Full-duplex Energy Harvesting Relaying System 计算机科学, 2020, 47(6): 316-321. https://doi.org/10.11896/jsjkx.190500115 |
[11] | 程煜, 刘伟, 孙童心, 魏志刚, 杜薇. 近阈值电压下可容错的一级缓存结构设计 Design of Fault-tolerant L1 Cache Architecture at Near-threshold Voltage 计算机科学, 2020, 47(4): 42-49. https://doi.org/10.11896/jsjkx.190300088 |
[12] | 刘宁宁,樊建席,林政宽. 基于地址空间的树型网络地址分配 Address Assignment Algorithm for Tree Network Based on Address Space 计算机科学, 2020, 47(2): 239-244. https://doi.org/10.11896/jsjkx.190400130 |
[13] | 苏凡军,杜可怡. WSNs中基于信任度的节能机会路由算法 Trust Based Energy Efficient Opportunistic Routing Algorithm in Wireless Sensor Networks 计算机科学, 2020, 47(2): 300-305. https://doi.org/10.11896/jsjkx.190100172 |
[14] | 周文祥, 乔学工. 基于能量优化的无线传感器网络任播路由算法 Anycast Routing Algorithm for Wireless Sensor Networks Based on Energy Optimization 计算机科学, 2020, 47(12): 291-295. https://doi.org/10.11896/jsjkx.190900069 |
[15] | 张彭奕, 宋杰. 区块链共识算法效能优化研究进展 Research Advance on Efficiency Optimization of Blockchain Consensus Algorithms 计算机科学, 2020, 47(12): 296-303. https://doi.org/10.11896/jsjkx.200700020 |
|