Analysis of Spatial Positioning Accuracy in Bistatic Radar Systems

Resource Overview

Analysis of spatial positioning accuracy in bistatic radar systems, with a proposed correlation-based data compression algorithm to address data redundancy during spatial positioning.

Detailed Documentation

Analysis of spatial positioning accuracy in bistatic radar systems is a methodology for studying spatial positioning challenges within radar localization systems. During bistatic radar spatial positioning, substantial data redundancy typically occurs. To address this issue, we have developed a correlation-based data compression algorithm that effectively reduces data redundancy, thereby improving both positioning accuracy and computational efficiency. The algorithm implementation involves calculating correlation coefficients between data points and applying threshold-based filtering to eliminate redundant measurements while preserving critical positioning information. Key functions include covariance matrix computation and principal component analysis to identify and compress correlated data streams.