Browsing International Telemetering Conference Proceedings, Volume 54 (2018) by Authors
CODEBOOK BASED TECHNIQUES FOR HIGH-PERFORMANCE GEOLOCATIONYang, Andrew; Goldsworthy, Dylan; Nakamura, Drew; Hua, Lee; Univ California Santa Barbara, Department of Electrical and Computer Engineering (International Foundation for Telemetering, 2018-11)Conventional geolocation techniques were developed based on time-delay estimation, followed by computation of the angle of arrival (AOA). The AOA computation is the main cause of latency, which significantly degrades the feasibility of real-time bearing-angle detection. The computation also adds to hardware complexity and power consumption, which is critical for small, light-weight and mobile devices. This paper presents a codebook based approach to geolocation. The delay profiles are mapped to a precomputed codebook to match the optimal estimation of the geolocation. This simplifies the computation procedure and makes real-time computing feasible. It utilizes limited memory capacity to reduce latency and hardware complexity. This approach also allows us to accurately assess the resolving capability. In addition, it reduces computation for joint estimation with multiple receiver units, especially in mobile format.