Optimization of MAC algorithm based on IEEE 802.15.4 in indoor positioning system

被引:0
作者
Sun G. [1 ]
Qin D. [1 ]
Lan T. [1 ]
机构
[1] Key Laboratory of Electronic and Communication Engineering, Heilongjiang University, Harbin
基金
中国国家自然科学基金;
关键词
Fingerprint identification; IEEE; 802.15.4; Indoor positioning; Medium access control (MAC) algorithm; Multi-channel;
D O I
10.3772/j.issn.1006-6748.2021.01.011
中图分类号
学科分类号
摘要
The mobility of the targets asks for high requirements of the locating speed in indoor positioning systems. The standard medium access control (MAC) algorithm will often cause lots of packet conflicts and high transmission delay if multiple users communicate with one beacon at the same time, which will severely limit the speed of the system. Therefore, an optimized MAC algorithm is proposed based on channel reservation to enable users to reserve beacons. A frame threshold is set to ensure the users with shorter data frames do not depend on the reservation mechanism, and multiple users can achieve packets switching with relative beacon in a fixed sequence by using frequency division multiplexing technology. The simulation results show that the optimized MAC algorithm proposed in this paper can improve the positioning speed significantly while maintaining the positioning accuracy. Moreover, the positioning accuracy can be increased to a certain extent if more channel resources can be obtained, so as to provide effective technical support for the location and tracking applications of indoor moving targets. Copyright © by HIGH TECHNOLOGY LETTERS PRESS.
引用
收藏
页码:86 / 94
页数:8
相关论文
共 19 条
  • [1] Zhou M, Qiu F, Xu K J, Et al., Error bound analysis of indoor Wi-Fi location fingerprint based positioning for intelligent access point optimization via Fisher information, Computer Communications, 86, 15, pp. 56-74, (2016)
  • [2] Arsan T., Improvement of indoor positioning accuracy of ultra-wide band sensors by using big bang-big crunch optimization method, Journal of Engineering Sciences, 24, 5, pp. 921-928, (2018)
  • [3] Chandane M, Bhirud S G, Bonde S V., Performance analysis of IEEE 802.15.4, International Journal of Computer Applications, 40, 5, pp. 23-29, (2012)
  • [4] Wang F, Li D, Zhao Y., Analysis of CSMA/CA in IEEE 802.15.4, IET Communications, 5, 15, pp. 2187-2195, (2011)
  • [5] Uddin M F., Throughput performance of NOMA in WLANs with a CSMA MAC protocol, Wireless Networks, 25, 6, pp. 3365-3384, (2019)
  • [6] Latre B, Mil P, Moerman I, Et al., Throughput and delay analysis of unslotted IEEE 802.15.4, Journal of Networks, 1, 6, pp. 20-28, (2006)
  • [7] Ergen S C, Varaiya P., TDMA scheduling algorithms for wireless sensor networks, Wireless Networks, 16, 4, pp. 985-997, (2010)
  • [8] Zhou G, Huang C, Yan T, Et al., MMSN: multi-frequency media access control for wireless sensor networks, Proceedings of the 2006 IEEE International Conference on Computer Communications, pp. 1-13, (2006)
  • [9] Cao X L, Song Z X, Yang B., Multi-slot reservation-based multi-channel MAC protocol for dense wireless ad-hoc networks, IET Communications, 12, 10, pp. 1263-1271, (2018)
  • [10] Park P, Jung B, Lee H, Et al., Robust channel allocation with heterogeneous requirements for wireless mesh backbone networks, Sensors, 18, 8, pp. 2687-2699, (2018)