2014/02/12 by Bo Wei, Ambuj Varshney, Wei, Bo +9
Computer Science · Engineering · #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Microwave Imaging and Scattering Analysis #Millimeter-Wave Propagation and Modeling #Other Computer Science (cs.OH) #cs.OH
paper · pdf · doi:10.48550/arxiv.1402.2744
arxiv created 2014/02/12 · openalex publication_date 2014/02/12 · arxiv updated 2014/02/13 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
Radio tomographic imaging (RTI) enables device free localisation of people and objects in many challenging environments and situations. Its basic principle is to detect the changes in the statistics of some radio quality measurements in order to infer the presence of people and objects in the radio path. However, the localisation accuracy of RTI suffers from complicated radio propagation behaviours such as multipath fading and shadowing. In order to improve RTI localisation accuracy, we propose to use inexpensive and energy efficient electronically switched directional (ESD) antennas to improve the quality of radio link behaviour observations, and therefore, the localisation accuracy of RTI. We implement a directional RTI (dRTI) system to understand how directional antennas can be used to improve RTI localisation accuracy. We also study the impact of the choice of antenna directions on the localisation accuracy of dRTI and propose methods to effectively choose informative antenna directions to improve localisation accuracy while reducing overhead. We evaluate the performance of dRTI in diverse indoor environments and show that dRTI significantly outperforms the existing RTI localisation methods based on omni-directional antennas.