This paper proposes a radio simultaneous location and mapping (radio-SLAM) scheme based on sparse multipath channel estimation. By leveraging sparse channel estimation schemes at millimeter wave bands, namely high resolution estimates of the multipath angle of arrival (AoA), time difference of arrival (TDoA), and angle of departure (AoD), we develop a radio-SLAM algorithm that operates without any requirements of clock synchronization, receiver orientation knowledge, multiple anchor points, or two-way protocols. Thanks to the AoD information obtained via compressed sensing (CS) of the channel, the proposed scheme can estimate the receiver clock offset and orientation from a single anchor transmission, achieving sub-meter accuracy in a realistic typical channel simulation.
翻译:本文根据稀疏多病带估计,提出了一个无线电同步定位和绘图(无线电同步定位-SLAM)计划。通过利用微米波段的微小频道估计计划,即多路到达角度(AoA)、到达时间差(TDoA)和离开角度(AoD)的高分辨率估计,我们开发了无线电同步定位算法,不要求钟同步、接收器定向知识、多个锚点或双向协议。由于通过该频道的压缩遥感(CS)获得的AoD信息,拟议计划可以估计单锚传输的接收器时钟偏移和定向,在现实典型的频道模拟中实现子计精度。