Download Detection, estimation, and modulation theory: Optimum array by Harry L. Van Trees PDF

By Harry L. Van Trees

This graduate-level textual content offers a language for figuring out, unifying, and enforcing a wide selection of algorithms for electronic sign processing - specifically, to supply ideas and systems which could simplify or perhaps automate the duty of writing code for the most recent parallel and vector machines. It therefore bridges the distance among electronic sign processing algorithms and their implementation on various computing systems. The mathematical notion of tensor product is a ordinary subject matter in the course of the publication, considering those formulations spotlight the knowledge circulate, that is specially vital on supercomputers. due to their significance in lots of purposes, a lot of the dialogue centres on algorithms relating to the finite Fourier rework and to multiplicative FFT algorithms Arrays and spatial filters -- Synthesis of linear arrays and apertures -- Planar arrays and apertures -- Characterization of space-time techniques -- optimal waveform estimation -- Adaptive beamformers -- Parameter Estimation I : greatest probability -- Parameter estimation II -- Detection and different themes

Show description

Read or Download Detection, estimation, and modulation theory: Optimum array processing PDF

Best signal processing books

Signal Processing for Digital Communications

Electronic sign processing is a primary element of communications engineering that every one practitioners have to comprehend. Engineers are trying to find information in process layout, simulation, research, and purposes to aid them take on their tasks with larger velocity and potency. Now, this serious wisdom are available during this unmarried, exhaustive source.

Nonlinear Digital Filters Analysis and Application

Аннотация. This e-book offers a simple to appreciate evaluate of nonlinear habit in electronic filters, exhibiting the way it can be used or kept away from while working nonlinear electronic filters. It supplies recommendations for studying discrete-time structures with discontinuous linearity, permitting the research of different nonlinear discrete-time structures, corresponding to sigma delta modulators, electronic section lock loops and rapid coders.

Detection and Estimation for Communication and Radar Systems

Protecting the basics of detection and estimation conception, this systematic consultant describes statistical instruments that may be used to research, layout, enforce and optimize real-world platforms. targeted derivations of a few of the statistical equipment are supplied, making sure a deeper realizing of the fundamentals.

Extra resources for Detection, estimation, and modulation theory: Optimum array processing

Example text

The rapid growth and the exploitation of DSP semiconductor technology are not a surprise, considering the commercial advantages in terms of the fast, flexible, and potentially low-cost design capabilities offered by these devices. Generalpurpose-programmable DSP chip developments are supported by software development tools such as C compilers, assemblers, optimizers, linkers, debuggers, simulators, and emulators. Texas Instruments' TMS320C55x, a programmable, high efficiency, and ultra low-power DSP chip, will be discussed in the next chapter.

Upward source-code compatible with all TMS320C54x devices. 64-byte instruction buffer queue that works as a program cache and efficiently implements block repeat operations. Two 17-bit by 17-bit MAC units can execute dual multiply-and-accumulate operations in a single cycle. A 40-bit arithmetic and logic unit (ALU) performs high precision arithmetic and logic operations with an additional 16-bit ALU performing simple arithmetic operations parallel to the main ALU. Four 40-bit accumulators for storing computational results in order to reduce memory access.

A 32-bit floating-point format gives a large dynamic range. However, the resolution is still only 24 bits. Dynamic range limitations may be virtually ignored in a design using floating-point DSP chips. This is in contrast to fixedpoint designs, where the designer has to apply scaling factors to prevent arithmetic overflow, which is a very difficult and time-consuming process. Floating-point devices may be needed in applications where coefficients vary in time, signals and coefficients have a large dynamic range, or where large memory structures are required, such as in image processing.

Download PDF sample

Rated 4.56 of 5 – based on 37 votes