Title :
Hurst parameter based detection of multiple super regenerative receivers using MVDR
Author :
Thotla, Vivek ; Zawodniok, Maciej
Author_Institution :
Dept. Electr. & Comput. Eng., Missouri Univ. of Sci. & Technol., Rolla, MO, USA
Abstract :
Reflections, multipath propagation, and scattering creates phantom sources of signal. Additionally, in the presence of multiple, actual devices a reliable detection, identification, and localization of radio controlled (RC) devices is challenging. RC devices employing super regenerative receivers (SRR) emit unintended radiations in their ON state. Detection and identification of these devices under strong non-line of sight (NLOS) environment and presence of multiple devices has major security applications. This paper introduces a novel detection scheme that combines self-similarity and received signal strength indicator (RSSI) based detection with minimum variance distortionless response (MVDR) method. It is capable of detection of multiple SRRs using 4-element array antenna. RSSI method detects multiple devices from received signal strength and Hurst parameter identifies self-similar SRR devices. MVDR improves detection of multiple devices by jamming unwanted signals and signals from known angle of arrival (AOA). Furthermore, regularization is implemented to reduce variation in detection due to environmental noise. Experimental results for detection have also been presented for multiple SRR receivers (door bells at 315 MHz).
Keywords :
antenna arrays; array signal processing; direction-of-arrival estimation; radio receivers; signal detection; telecontrol; Hurst parameter based detection; MVDR; angle-of-arrival estimation; door bells; four element array antenna; frequency 315 MHz; minimum variance distortionless response method; multipath propagation; multiple super regenerative receiver; phantom sources; radio controlled device; received signal strength indicator; self-similarity based detection; signal reflection; signal scattering; unintended radiation; Arrays; Detectors; Interference; Object recognition; Receivers; Reflection; Signal processing; Hurst parameter; MVDR; RSSI; array detectors; detection; super regenerative receiver; unintended emissions;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2014 IEEE International
Conference_Location :
Montevideo
DOI :
10.1109/I2MTC.2014.6860808