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Age of information-energy tradeoff based on security status update |
Lei LIU1( ),Bao-gang LI1,2,*( ),Zhi YANG1 |
1. Department of Electronic and Communication Engineering, North China Electric Power University, Baoding 071003, China 2. Hebei Key Laboratory of Power Internet of Things Technology, North China Electric Power University, Baoding 071003, China |
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Abstract Considering that the sensor node in the status update system should transmit the status update randomly to the base station as timely as possible, Age of information (AoI) was introduced as a new time measurement, and the performance indexes of average confidentiality age and secrecy age outage probability were introduced to ensure the communication security of the system. A practical truncation of automatic repeated requests (TARQ) scheme was adopted, in which the sensor node continuously transmitted and updated the current state until the maximum number of transfers allowed was reached or a new state update was generated. The average AoI, the closed form expression of the average peak AoI, and the expression of average energy consumption were derived, and then the average AoI was minimized by optimizing the transmission power of Internet of Things (IoT) devices and the maximum allowed transmission times under the constraint of the average transmission power, to realize the information age-energy tradeoff of the system. Simulation results show that the TARQ scheme has lower average AoI and better performance than the classical automatic repeat request (ARQ) scheme which allows infinite retransmission under the same average transmission power constraint.
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Received: 20 May 2022
Published: 28 February 2023
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Fund: 国家自然科学基金资助项目 (61971190);河北省自然科学基金资助项目(F2022502020) |
Corresponding Authors:
Bao-gang LI
E-mail: llan0825@163.com;baogangli@ncepu.edu.cn
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基于安全状态更新的信息年龄-能量权衡
考虑状态更新系统中传感器节点要尽可能及时地将随机生成的状态更新传送给基站,以信息年龄(AoI)作为时间新度量,同时引入平均保密年龄和保密年龄中断概率的性能指标,保证系统的通信安全性. 采用实用的截断自动重复请求(TARQ)方案,传感器节点持续传输不断更新当前状态,直到达到允许的最大传输次数或生成新的状态更新. 推导出平均AoI、平均峰值AoI的闭合形式表达式,以及平均能耗的表达式,通过优化物联网(IoT)设备的传输功率和平均传输功率约束下的最大允许传输次数来最小化平均AoI,实现系统的信息年龄-能量权衡. 仿真结果表明,在相同的平均传输功率约束下,采用的TARQ方案比允许无限次重传的经典自动重复请求(ARQ)方案的平均AoI更低,性能更好.
关键词:
信息年龄(AoI),
信息年龄-能量权衡,
物理层安全,
状态更新,
保密中断概率
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[1] |
SICARI A, RIZZARDI A, GRIECO L A, et al Security, privacy and trust in internet of things: the road ahead[J]. Computer Networks, 2015, (76): 146- 164
|
|
|
[2] |
KOSTA, PAPPAS N, ANGELAKIS V. Age of information: a new concept, metric, and tool. [EB/OL]. . [2022-04-23]. http://dx.doi.org/10.1561/1300000060.
|
|
|
[3] |
CHANG Y H, LIN H, JI Y S Information cofreshness-aware grant assignment and transmission scheduling for Internet of things[J]. IEEE Internet of Things Journal, 2021, 19 (8): 14435- 14446
|
|
|
[4] |
WANG Y L, CHEN W. Joint freshness and channel aware scheduling for multi-user wireless communications [C]// 2021 EEE International Conference on Communications. Nanjing: IEEE, 2021: 1-6.
|
|
|
[5] |
ARAFA A, YANG J, ULUKUS S, et al Timely status updating over erasure channels using an energy harvesting sensor: single and multiple sources[J]. IEEE Transactions on Green Communications and Networking, 2022, 1 (6): 6- 19
|
|
|
[6] |
BEVTUR H B, BAGHAEE S, UYSAL E. Towards AoI-aware smart IoT systems [C]// 2020 International Conference on Computing, Networking and Communications. Tokyo: IEEE, 2020: 353-357.
|
|
|
[7] |
XIE M, GONG J, MA X. Age-energy tradeoff of short packet based transmissions in multicast networks with ARQ [C]// 2020 IEEE 91st Vehicular Technology Conference. Michigan: IEEE, 2020: 1-5.
|
|
|
[8] |
SHI Y F, JING L T, JIA X D, et al Improvement on age of information for information update systems with HARQ chase combining and sensor harvesting-transmitting diversities[J]. IEEE Access, 2021, (9): 78035- 78049
|
|
|
[9] |
ARAFA A, BANAWAN K, SEDDIK K G, et al. On timely channel coding with hybrid ARQ [C]// 2019 IEEE Global Communications Conference. Waikoloa Village: IEEE, 2019: 1-6.
|
|
|
[10] |
JAISWAL A, CHATTOPADHYAY A. Minimization of age-of-information in remote sensing with energy harvesting [C]// 2021 IEEE International Symposium on Information Theory. Melbourne: IEEE, 2021: 3249-3254.
|
|
|
[11] |
HE Q, DAN G, FODOR V. On Emptying a wireless network with minimum-energy under age constraints [C]// IEEE Conference on Computer Communications Workshops. Shanghai: IEEE, 2019: 668-673.
|
|
|
[12] |
YI H T, YU P H. Online energy-efficient scheduling for timely information downloads in mobile networks [C]// 2019 IEEE International Symposium on Information Theory. Nanjing: IEEE, 2019: 1022-1026.
|
|
|
[13] |
VALEHI A, RAZI A Maximizing energy efficiency of cognitive wireless sensor networks with constrained age of information[J]. IEEE Transactions on Cognitive Communications and Networking, 2017, 4 (8): 643- 654
|
|
|
[14] |
GU Y, CHEN H, ZHOU Y, et al Timely status update in Internet of Things monitoring systems: an age-energy tradeoff[J]. IEEE Internet of Things Journal, 2019, 3 (6): 5324- 5335
|
|
|
[15] |
YU C, WANG X J, YANG H H, et al. AoI and energy consumption oriented dynamic status updating in caching enabled Iot networks [C] // IEEE Conference on Computer Communications Workshops. Chengdu: IEEE. 2020: 710–715.
|
|
|
[16] |
XIE M, GONG J, MA X. M. Is the packetized transmission efficient? an age-energy perspective [C]// IEEE Conference on Computer Communications Workshops. Chengdu: IEEE, 2020: 329–333.
|
|
|
[17] |
ABBAS Q, ZEB S, HASSAN, et al. Joint optimization of age of information and energy efficiency in Iot networks [C]// 2020 IEEE 91st Vehicular Technology Conference. Antwerp: IEEE, 2020: 1–5.
|
|
|
[18] |
GRYBOSI J F, REBELATTO J L, MORITZ G L, et al Age-energy tradeoff of truncated ARQ retransmission with receiver diversity[J]. IEEE Wireless Communications Letters, 2020, 11 (9): 1961- 1964
|
|
|
[19] |
MUKHERJEE A Physical-layer security in the internet of things: sensing and communication confidentiality under resource constraints[J]. Proceedings of the IEEE, 2015, 10 (103): 1747- 1761
|
|
|
[20] |
WYNER A D The wire-tap channel[J]. Bell System Technical Journal, 1975, 8 (54): 1355- 1387
|
|
|
[21] |
AZARHAVA H, MUSEVI J Energy efficient resource allocation in wireless energy harvesting sensor networks[J]. IEEE Wireless Communications Letters, 2020, 7 (9): 1000- 1003
|
|
|
[22] |
QIAN H Z, YUAN T J. Efficiency optimization control method of wireless power transmission based on double pick-up structure [C]// 2021 13th International Conference on Measuring Technology and Mechatronics. Beihai: IEEE, 2021: 178-182.
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