|
|
- 2018
利用双天线商用WiFi信道状态信息估计到达角
|
Abstract:
商用WiFi接收模块可以提供比接收无线信号强度指示（received signal strength indication，RSSI）更细粒的信道状态信息（channel state information，CSI），利用3根天线获取CSI进行方位到达角（angle of arrival，AOA）估计已成为现实。利用正交频分复用技术（orthogonal frequency division multiplexing，OFDM）将2根天线拓展为60个虚拟天线阵，将前向平滑算法拓展到二维前向平滑算法。利用仿真的非相干信号源和相干信号源数据进行实验，结果表明，在只利用2根接收天线的前提下也能实现基于商用WiFi信号的方位角的AOA估计，所提出的2根天线的虚拟天线阵模型和二维前向平滑算法具有有效性和适用性
| [1] | Schulz M, Wegemer D, Hollick M. DEMO:Using NexMon, the C-based WiFi Firmware Modification Framework[C]. ACM Conference on Security and Privacy in Wireless and Mobile Networks, Darmstadt, Germany, 2016 |
| [2] | Tian Z, Li Z, Zhou M, et al. PILA:Sub-meter Localization Using CSI from Commodity WiFi Devices[J]. Sensors, 2016, 16(10):1664-1684 |
| [3] | Qian K, Wu C, Yang Z, et al. Enabling Contactless Detection of Moving Humans with Dynamic Speeds Using CSI[J]. ACM Transactions on Embedded Computing Systems, 2018, 17(2):1-18 |
| [4] | Wang Yuxiang,Li Shengjie,Wang Hao, et al. Survey on WiFi Based Contactless Activity Recognition[J].Journal of Zhejiang University(Engineering Science), 2017, 51(4):648-654(王钰翔, 李晟洁, 王皓,等. 基于WiFi的非接触式行为识别研究综述[J]. 浙江大学学报(工学版), 2017, 51(4):648-654) |
| [5] | Wang H, Zhang D, Ma J, et al. Human Respiration Detection with Commodity WiFi Devices:Do User Location and Body Orientation Matter?[C]. ACM International Joint Conference on Pervasive and Ubiquitous Computing, Heidelberg, Germany,2016 |
| [6] | Xie Y, Li Z, Li M. Precise Power Delay Profiling with Commodity WiFi[C]. ACM Mobi Com, Paris, France, 2015 |
| [7] | Zhuo Y, Zhu H, Xue H, et al. Perceiving Accurate CSI Phases with Commodity WiFi Devices[C]. IEEE Conference on Computer Communications, Atlanta, GA, USA,2017 |
| [8] | Xiong J, Jamieson K. ArrayTrack:A Fine-Grained Indoor Location System[C]. Usenix Conference on Networked Systems Design and Implementation, Seattle, WA, USA, 2013 |
| [9] | Zhou M, Zhang Q, Xu K, et al. PRIMAL:Page Rank-Based Indoor Mapping and Localization Using Gene-Sequenced Unlabeled WLAN Received Signal Strength[J]. Sensors, 2015, 15(10):24791-24817 |
| [10] | Hu Andong, Wang Jian, Wang Yunjia, et al. A Fusion Positioning for PDR and WiFi Based on Fading Adaptive Weighted EKF[J]. Geomatics and Information Science of Wuhan University, 2016, 41(11):1556-1562(胡安冬, 王坚, 汪云甲, 等. 利用渐消自适应EKF算法进行PDR-WiFi融合定位[J]. 武汉大学学报·信息科学版, 2016, 41(11):1556-1562) |
| [11] | Kotaru M, Joshi K, Bharadia D, et al. SpotFi:Decimeter Level Localization Using WiFi[J]. ACM Sigcomm Computer Communication Review, 2015, 45(4):269-282 |
| [12] | Pei L, Chen R, Liu J, et al. Using Inquiry-Based Bluetooth RSSI Probability Distributions for Indoor Positioning[J]. Journal of Global Positioning Systems,2010, 9(2):122-130 |
| [13] | Yang Z, Zhou Z, Liu Y. From RSSI to CSI:Indoor Localization Via Channel Response[J].ACM Computing Surveys, 2013, 46(2):1-32 |
| [14] | Chen Ruizhi,Chen Liang. Indoor Positioning with Smartphones:The State-of-Art and the Challenges[J]. Acta Geodaetica et Cartographica Sinica,2017,46(10):1316-1326(陈锐志, 陈亮. 基于智能手机的室内定位技术的发展现状和挑战[J]. 测绘学报, 2017, 46(10):1316-1326) |
| [15] | Li Zhen, Huang Jingsong. WiFi Positioning Using Robust Filtering with RSSI[J]. Geomatics and Information Science of Wuhan University, 2016, 41(3):361-366(李桢, 黄劲松. 基于RSSI抗差滤波的WiFi定位[J]. 武汉大学学报·信息科学版, 2016, 41(3):361-366) |
| [16] | Sen S, Radunovi B, Choudhury R R, et al. Spot Localization Using PHY Layer Information[C]. ACM Conference on Mobile Computing and Networkig, Paris, France,2015 |
| [17] | Gaebel E, Zhang N, Lou W, et al. Looks Good to Me:Authentication for Augmented Reality[C]. ACM International Workshop on Trustworthy Embedded Devices, Vienna, Austria,2016 |
| [18] | Zheng Jiansheng, Chen Liwen, Dai Yonghong. Performance Estimates of GNSS Receiver Jamming with Adaptive[J]. Geomatics and Information Science of Wuhan University, 2015, 40(8):1006-1011(郑建生,陈鲤文,代永红. GNSS接收机抗干扰自适应调零技术性能估计[J]. 武汉大学学报·信息科学版, 2015, 40(8):1006-1011) |
| [19] | Liu Deshu. Spatial Spectrum Estimation and Its Application[M]. Hefei:Press of University of Science and Technology of China, 1997(刘德树. 空间谱估计及其应用[M]. 合肥:中国科学技术大学出版社, 1997) |
| [20] | Shan Tiejun, Wax M, Kailath T. On Spatial Smoothing for Direction-of-Arrival Estimation of Coherent Signals[J]. IEEE Trans Acoust Speech Signal Processing, 1985, 33(4):806-811 |
| [21] | Schulz M, Knapp F, Deligeorgopoulos E, et al. Demo:Nexmon in Action:Advanced Applications Powered by the Nexmon Firmware Patching Framework[C]. The 11th ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation and Characteri-zation, Snowbird, Utah, USA, 2017 |
