Bounds on Channel Parameter Estimation with 1-Bit Quantization and Oversampling.
Martin SchlüterMeik DorpinghausGerhard P. FettweisPublished in: SPAWC (2018)
Keyphrases
- parameter estimation
- uniform quantization
- bit budget
- maximum likelihood
- markov random field
- least squares
- model selection
- upper bound
- em algorithm
- statistical models
- parameter values
- expectation maximization
- maximum likelihood estimation
- parameters estimation
- random fields
- rate distortion
- approximate inference
- parameter estimation algorithm
- parameter estimates
- posterior distribution
- bit rate
- data mining
- bitstream
- model fitting
- motion estimation
- optical flow
- pairwise