Rao-Blackwellised Particle Filters (RBPFs) are a class of Particle Filters (PFs) that exploit conditional dependencies between parts of the state to estimate. By doing so, RBPFs can improve the estimation quality while also reducing the overall computational load in comparison to original PFs. However, the computational complexity is still too high for many real-time applications. In this paper, we propose a modified RBPF that requires a single Kalman Filter (KF) iteration per input sample. Comparative experiments show that while good convergence can still be obtained, computational efficiency is always drastically increased, making this algorithm an option to consider for real-time implementations.
资源简介:Rao-Blackwellised Particle Filters (RBPFs) are a class of Particle Filters (PFs) that exploit conditional dependencies between parts of the state to estimate. By doing so, RBPFs can improve the estimation quality while also reducing the ...
上传时间: 2016-01-02
上传用户:refent
资源简介:Suck Wrappers are a set of UNIX script files that sets up inn, an NNTP server, on a local machine so that suck can communicate with a News server supplied by an ISP . It also installs a set of wrapper scripts (based on the sample scripts pr...
上传时间: 2015-11-07
上传用户:tedo811
资源简介:Magenta Systems Internet Packet Monitoring Components are a set of Delphi components designed to capture and monitor internet packets using either raw sockets or the WinPcap device driver. Hardware permitting, ethernet packets may be captur...
上传时间: 2015-10-30
上传用户:水中浮云
资源简介:Abstract—In the future communication applications, users may obtain their messages that have different importance levels distributively from several available sources, such as distributed storage or even devices belonging to other users. T...
上传时间: 2020-01-04
上传用户:kddlas
资源简介:some example source of java,for beginner.inside there are a lot of sample examples
上传时间: 2014-03-12
上传用户:yxgi5
资源简介:On the Convergence of a Class of Estimation of Distribution Algorithms
上传时间: 2015-10-23
上传用户:懒龙1988
资源简介:Optimal Binary Index Assignments for a Class of Equiprobable Scalar and Vector Quantizers
上传时间: 2014-01-04
上传用户:xieguodong1234
资源简介:synchronization of a class of fractional order equations
上传时间: 2014-01-20
上传用户:evil
资源简介:The Schumann resonance frequencies are a set of eigenmodes in the extremely low frequency (ELF) portion of the electromagnetic field spectrum. These frequencies are only present for planetary-like bodies with a substantial ionosphere acting...
上传时间: 2014-12-09
上传用户:stella2015
资源简介:Sha256 Algorithm. The SHA hash functions are a set of cryptographic hash functions designed by the National Security Agency (NSA) and published by the NIST as a U.S. Federal Information Processing Standard. SHA stands for Secure Hash Algori...
上传时间: 2014-11-09
上传用户:1109003457