Demonstrate this property of the lms algorithm

Assignment Help Electrical Engineering
Reference no: EM131095597

When the learning-rate parameter η is small, the LMS algorithm acts like a low-pass filter with a small cutoff frequency. Such a filter produces an output that is proportional to the average of the input signal

Using Eq. (3.41), demonstrate this property of the LMS algorithm by considering the simple example of the algorithm using a single parameter

1055_9269a397-d116-483c-8afd-b7606b56a358.png

Reference no: EM131095597

Questions Cloud

Basic technical information about passwords : This week's reading gives you basic technical information about passwords and encryption, and how to recover data protected by these mechanisms. There is also a section on Steganography, which literally translated means "covered writing."
Limitations of modelling in operations research : Adavantages and limitations of modelling in operations research
Prepare the various budgets that comprise the master budget : The company has gathered information from its managers in preparation of the budgeting process. This problem asks you to prepare the various budgets that comprise the master budget for 2014.
Program has finished gathering numbers : Design pseudocode for a program that allows a user to enter exactly 8 numbers. Create an array big enough to hold the numbers and store each number in the array as it's entered.
Demonstrate this property of the lms algorithm : Using Eq. (3.41), demonstrate this property of the LMS algorithm by considering the simple example of the algorithm using a single parameter
Create a cloud proposal : You are about to create a Cloud Proposal for week 7 assignment. What organization are you planning on using? Which model would (SaaS, PaaS or IaaS) would work the best and why?
Define weak pareto efficiency and strong pareto efficiency : Define Weak Pareto Efficiency and Strong Pareto Efficiency. Add the assumptions and show that an allocation is Weakly Pareto Efficient if and only if it is also Strongly Pareto Efficient
The price change under consideration will increase : Each scenario below gives some information about price elasticity of demand. For each, calculate the missing data, and determine if the price change under consideration will increase, decrease, or not change the firm's total revenue.
Program design and development : Write a program that calculates the balance of a savings account at the end of a period of time. It should ask the user for the annual interest rate, the starting balance, and the number of months that have passed since the account was established..

Reviews

Write a Review

Electrical Engineering Questions & Answers

  Construct a signal flow graph connecting input v1

A low-pass filter is shown in Figure 2. R = 1k , C = 1μF Construct a signal flow graph connecting input V1(s) and output V2(s) and showing internal signals I1(s)

  Core of non-magnetic material

A coil of 300 turns, wound on a core of non-magnetic material, has an inductance of 10 mH. Calculate: (a) the flux produced by a current of 5 A;

  Ziegler-nichols open loop tuning

Ziegler-Nichols Open Loop Tuning Often, when working with a faster loop, many people will opt only for a PI control philosophy

  Electronic controlled air condition unit

please make a report on ECACU [Electronic Controlled Air Condition Unit] Page limit should be 7 to 9 pages.

  The block diagram for an elevator controller for a

the block diagram for an elevator controller for a two-floor elevator follows. the inputs fb1 and fb2 are 1 when

  How to select a pulse whose magnitude spectrum is constant

A pulse is used to measure the frequency response of a system. Since we expect the frequency response to extend to 20 kHz, select a pulse whose magnitude spectrum is constant within 1% out to 20 kHz.

  Calculate the turbine work per unit mass at the throttle

Consider a regenerative Rankine cycle with a 600_C and 4-MPa throttle, a 5-kPa condenser, and an open feedwater heater at 500 kPa. Turbine efficiencies are 85%. Neglect pump work. (a) Draw labeled, coordinated T-s and flow diagrams.

  What is the basic design approach for implementing a filter

When the required bandwidth is a large portion of the center frequency, another approach is commonly used for bandpass filter design. An example might be a filter that's required to pass frequencies from 150 Hz all the way to 5 KHz.

  In the magnetic field of the inductor and the gnergy

1. Because the circuit below stores energy in the capacitor and in the magnetic field of the inductor and the gnergy is simply transferred back and forth on alternate half-cycles, this circuit is commonly called a

  Estimate aproximate area of effective aperture of consumer

The onboard antenna has EIRP=60dB. Estimate aproximate area of effective aperture of the consumer receiving ground dish antenna without taking into account additional losses such as polarization loss, atmospheric absorptions.

  Explain how the semiconductor behaves as n-type

Explain how the semiconductor behaves as n-type

  Calculate the maximum diameter of the cylinder tank

The strength of longitudinal joint in Fig. 1-17 is 33 kips/ft, whereas for the girth is 16 kips/ft. Calculate the maximum diameter of the cylinder tank if the internal pressure is 150 psi.

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd