Self-positioning method of sensor network node based on distance size ordinal relation
A sensor network and sequential relationship technology, applied in positioning, instruments, radio wave measurement systems, etc., can solve problems such as difficult node communication, impossible distance measurement, and high dependence on the accuracy of positioning algorithms
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[0084] In RMLE, since the order relation information used is only a function of the direct measurement value, σ can be reduced to some extent 2 d Impact. For example, for the distance δ between any two nodes ij and δ kl , as long as the measurement error caused by noise is less than / δ ij -δ kl / , the sequence relationship between them can be consistent with the actual. / δ ij -δ kl / This error margin is what really makes the RMLE robust to measurement noise.
[0085] Detailed description will be given below.
[0086] RMLE positioning is divided into two phases: relative positioning phase and absolute positioning phase. Relative positioning uses maximum likelihood estimation to obtain the optimal relative topology of the network in a statistical sense. In the absolute positioning stage, the multidimensional scaling analysis method (MDS) is used to convert the relative topology into an absolute topology.
[0087] The relative positioning phase consists of the following ...
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