Matched-Filter-Based Backscatter Communication for IoT Devices Over Ambient OFDM Carrier

被引:12
作者
Choi, Jinho [1 ]
机构
[1] Deakin Univ, Sch Informat Technol, Geelong, Vic 3220, Australia
关键词
Backscatter communication (BC); carrier estimation; Internet of Things (IoT); orthogonal frequency-division multiplexing (OFDM);
D O I
10.1109/JIOT.2019.2936842
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we study backscatter communication (BC) for power-limited devices that are connected to a network for the Internet of Things (IoT), where joint estimation and detection is carried out at a receiver to detect signals from a backscatter device (BD) with ambient orthogonal frequency-division multiplexing (OFDM) carrier. In conventional BC, in order to avoid the difficulty of the carrier estimation, the energy detector is usually considered at a receiver at the cost of poor performance. To improve the performance, in this article, we consider a novel approach that allows the carrier estimation at the receiver via joint estimation and detection. In particular, in the proposed approach, the matched-filtering at the BD (for the transmitter filter) is employed to impose a certain property that allows efficient and reliable carrier estimation via joint estimation and detection. Through the performance analysis and simulation results, we show that the matched-filtering at the BD in the proposed approach can improve the performance.
引用
收藏
页码:10229 / 10239
页数:11
相关论文
共 27 条
[1]  
[Anonymous], 2012, Y 2060 OV INT THINGS
[2]  
[Anonymous], 1997, The em algorithm and extensions/geoffrey j. mclachlan
[3]   BackFi: High Throughput WiFi Backscatter [J].
Bharadia, Dinesh ;
Joshi, Kiran ;
Kotaru, Manikanta ;
Katti, Sachin .
ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2015, 45 (04) :283-296
[4]   Backscatter Communication and RFID: Coding, Energy, and MIMO Analysis [J].
Boyer, Colby ;
Roy, Sumit .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2014, 62 (03) :770-785
[5]  
Chiani M, 2002, GLOB TELECOMM CONF, P1399
[6]  
Cho Y. S., 2010, MIMO-OFDM Wireless Communications With MATLAB, DOI DOI 10.1002/9780470825631
[7]  
Choi J., 2006, ADAPTIVE ITERATIVE S
[8]  
Dahlman E., 2013, 4G: LTE/LTE-advanced for mobile broadband
[9]   MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].
DEMPSTER, AP ;
LAIRD, NM ;
RUBIN, DB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38
[10]  
Dobkin Daniel, 2012, The RF in RFID: UHF RFID in practice