In this chapter and next chapter, we introduce estimation methods based on various criteria. In Section 2, we discuss the MVDR (Capon) beamformer. In Section 3 and Section 4, we develop two important subspace based methods: the MUSIC (Multiple Signa
Multi-label problems arise in various domains such as multi-topic document categorization, pro- tein function prediction, and automatic image annotation. One natural way to deal with such problems is to construct a binary classifier for each label,
This paper gives a short introduction to and survey of subspace identification algorithms. Deterministic, stochastic and combined deterministic-stochastic subspace identification algorithms are treated. These methods estimate state sequences directl
