RSSI室内定位算法研究与仿真任务书

 2021-08-19 11:08

1. 毕业设计(论文)主要目标:

在研读大量参考文献的基础上,比较各种室内定位方法的优缺点,选择其中应用最广泛的室内定位方法。充分理解该定位算法的原理,结合参考文献,对已有的定位算法进行改进以提高定位的精确性和稳定性。

2. 毕业设计(论文)主要内容:

1、搜索、查找当前国内外关于RSSI室内定位的研究现状;

2、阅读、分析、理解相关文献,并就文献内容展开关于定位算法的自主学习;

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3. 主要参考文献

[1]Bahl P, Padmanabhan V N. RADAR: An in-building RF-based user location and tracking system[C]//INFOCOM 2000. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE. Ieee, 2000, 2: 775-784. [2]Priyantha N B, Chakraborty A, Balakrishnan H. The cricket location-support system[C]//Proceedings of the 6th annual international conference on Mobile computing and networking. ACM, 2000: 32-43. [3]Savvides A, Han C C, Strivastava M B. Dynamic fine-grained localization in ad-hoc networks of sensors[C]//Proceedings of the 7th annual international conference on Mobile computing and networking. ACM, 2001: 166-179. [4]Shang Y, Ruml W, Zhang Y, et al. Localization from mere connectivity[C]//Proceedings of the 4th ACM international symposium on Mobile ad hoc networking computing. ACM, 2003: 201-212. [5]He T, Huang C, Blum B M, et al. Range-free localization and its impact on large scale sensor networks[J]. ACM Transactions on Embedded Computing Systems (TECS), 2005, 4(4): 877-906. [6]Shang Y, Rum W. Improved MDS-based localization[C]//INFOCOM 2004. Twenty-third AnnualJoint Conference of the IEEE Computer and Communications Societies. IEEE, 2004, 4: 2640-2651. [7] Wu T Y, Liao I J, Lee W T, et al. Enhancing indoor localization accuracy of sensor-based by advance genetic algorithms[C]//Proceedings of the 6th International Wireless Communications and Mobile Computing Conference. ACM, 2010: 1218-1222. [8] Tarzia S P, Dinda P A, Dick R P, et al. Indoor localization without infrastructure using the acoustic background spectrum[C]//Proceedings of the 9th international conference on Mobile systems, applications, and services. ACM, 2011: 155-168. [9]刘克中, 王殊, 胡富平, 等. 无线传感器网络中一种基于多跳导标的分布式节点定位算法[J]. 计算机科学, 2006, 33(8): 54-57. [10]蔡胜利, 张会清. 基于序列图像块匹配的室内定位算法研究[J]. 计算机测量与控制, 2010 (7): 1641-1644. [11]万国峰, 钟俊, 杨成慧. 改进的 RSSI 测距和定位算法 [J]. 计算机应用研究, 2012, 29(11): 4156-4158. [12]王振朝, 张琦, 张峰. 基于 RSSI 测距的改进加权质心定位算法[J]. 电测与仪表, 2014, 51(21): 63-66. [13]徐进, 赵东明, 吴小军. 基于 RSSI 的无线定位差分修正改进算法[J]. 仪表技术与传感器, 2014 (5): 76-79. [14]钟丽鸿, 胡成全, 金京姬. 基于 RSSI 极大似然估计定位算法的分析与实现[J]. 吉林大学学报: 理学版, 2014, 52(3): 556-560.

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