By Simon Haykin
This collaborative paintings offers the result of over 20 years of pioneering examine by means of Professor Simon Haykin and his colleagues, facing using adaptive radar sign processing to account for the nonstationary nature of our surroundings. those effects have profound implications for defense-related sign processing and distant sensing. References are supplied in each one bankruptcy guiding the reader to the unique examine on which this ebook is predicated.
Read Online or Download Adaptive Radar Signal Processing PDF
Best signal processing books
Electronic sign Processing has gone through huge, immense development in usage/implementation within the final two decades and lots of engineering colleges at the moment are delivering real-time DSP classes of their undergraduate curricula. Our daily lives contain using DSP structures in issues reminiscent of mobile phones and high-speed modems; Texas tools has brought the TMS320C6000 DSP processor kinfolk to satisfy the excessive functionality calls for of modern-day sign processing purposes.
It is a consultant for the procedure designers and installers confronted with the daily problems with attaining EMC, and may be chanced on invaluable throughout quite a lot of roles and sectors, together with strategy regulate, production, scientific, IT and development administration. The EMC concerns coated also will make this publication crucial analyzing for product brands and providers - and hugely suitable for managers in addition to technical employees.
For sophomore/junior-level indications and platforms classes in electric and laptop Engineering departments. signs, platforms, and Transforms, Fourth Edition is perfect for electric and desktop engineers. The textual content presents a transparent, accomplished presentation of either the speculation and functions in signs, platforms, and transforms.
- Detection Estimation and Modulation Theory, Detection, Estimation, and Filtering Theory
- Strategic decisions and weak signals : anticipation for decision-making
- Principles of LED Light Communications: Towards Networked Li-Fi
- Finite Elements, Electromagnetics and Design
- Sensor Networks with IEEE 802.15.4 Systems: Distributed Processing, MAC, and Connectivity
Additional resources for Adaptive Radar Signal Processing
8W. A larger boundary results in a larger mismatch of the power levels between the known signal components. Note the detail of the composite spectrum despite the larger spectral window. 7 F-Test for the Line Components 35 features that are of interest. Thomson  recommends that W be between 1/N and 20/N, with a time–bandwidth product of 4 or 5 being a common starting point. 3 are not expected to be good estimates, since we know that line components exist and that the spectrum estimation techniques developed have implicitly assumed none.
80], and the other, ||y − Axˆ ||2, due to residual errors. Each of these 36 Chapter 2 Angle-of-Arrival Estimation in the Presence of Multipath components has associated with it a number of degrees of freedom, ν1 and ν2, respectively. For K complex data points, the total number of degrees of freedom is ν1 + ν2 = 2 K It turns out now that, provided the errors are independent and zero-mean Gaussian random variables, each of the two variance components follows a χ2-distribution with ν1 or ν2 degrees of freedom, respectively.
D2 df = . . = λk k =0 K −1 N −1 N −1 ∑ ∑ ∑ υ(nk ) υ(mk )e j 2π(n− m)( f − f ) 2 1 sin 2 π ( n − m ) W π (n − m ) k =0 n=0 m=0 N −1 K −1 f1 +W 2 λ k υ(nk ) e j 2 πn( f2 − f1 ) cdf = . . = f1 −W n=0 k =0 N −1 K −1 f1 +W 2 c1df = . . = λ k υ(nk ) x ( n ) e − j 2 πnf1 f1 −W n=0 k =0 K −1 N −1 N −1 f1 +W c2 df = . . 47). We just have to set f0 = f1. 60) tests the existence of two lines only. If again, we let f1 vary over the entire frequency range, f2 will vary in (f1 − W, f1 + W). As we can see from Figs.