CAJ | 학술논문

针对到达时间定位中出现的非线性估计问题，提出了一种基于线性校正的定位算法。该算法首先将非线性到达时间定位方程转化为一组关于目标位置的伪线性方程，利用加权最小二乘估计进行初始求解；在此基础上把伪线性方程组转化为关于估计偏差的求解问题，进而对初始解进行线性校正；同时分析了所提算法的有效性。仿真结果表明，该算法具有较好的定位性能。
침대도체시간정위중출현적비선성고계문제，제출료일충기우선성교정적정위산법。해산법수선장비선성도체시간정위방정전화위일조관우목표위치적위선성방정，이용가권최소이승고계진행초시구해；재차기출상파위선성방정조전화위관우고계편차적구해문제，진이대초시해진행선성교정；동시분석료소제산법적유효성。방진결과표명，해산법구유교호적정위성능。
A new time of arrival (TOA) location algorithm based on the linear correction technique is proposed to address the non-linear problem of TOA positioning.The proposed algorithm firstly rearranges the TOA measurement equations into pseudo-linear ones and we obtain the initial target position estimation using the weighted least-squares estimator.Then a linear correction technique is used to correct the initial estimation.The effectiveness of the proposed method is analyzed.Simulation study validates the good performance of the proposed algorithm.