Browsing Electrical & Computer Engineering Faculty Publications by Title
Now showing items 104123 of 229

[20120324] A Learning Algorithm for Applying Cohen's Models to System Identification
Abstract In this paper we extend the models discussed by Cohen (1992) by introducing an input term. This allows the resulting models to be utilized for system identification tasks. We prove that this model is stable in the ... 
[20120329] Least squares support vector machines for direction of arrival estimation
Machine learning research has largely been devoted to binary and multiclass problems relating to data mining, text categorization, and pattern/facial recognition. Recently, popular machine learning algorithms, including ... 
[20120329] Least squares support vector machines for direction of arrival estimation with error control and validation
The paper presents a multiclass, multilabel implementation of least squares support vector machines (LSSVM) for direction of arrival (DOA) estimation in a CDMA system. For any estimation or classification system, the ... 
[20120329] Least squares support vector machines for DOA estimation with classification error control
We consider a gametheoretic power control algorithm in interference limited fading channels, where we propose a distributed (noncooperative) algorithm to optimize the induced fading outage probability by maximizing the ... 
[20120329] Least squares support vector machines for fixedstep and fixedset CDMA power control
This paper presents two machine learning based algorithms for CDMA power control. The least squares support vector machine (LSSVM) algorithms classify eigenvalues estimates into sets of power control commands. A binary ... 
[20120327] LINEAR ALGEBRA & MATRICES

[20120412] Linearquadratic simultaneous performance design
In this paper the problem of designing a fixed state feedback control law which minimizes an upper bound on linearquadratic performance measures for m distinct plants is reduced to a convex programming problem. 
[20120327] Load balancing in the presence of random node failure and recovery
In many distributed computing systems that are prone to either induced or spontaneous node failures, the number of available computing resources is dynamically changing in a random fashion. A loadbalancing (LB) policy for ... 
[20120330] Load balancing instabilities due to time delays in parallel computation
A deterministic dynamic linear timedelay model is presented to model load balancing in a cluster of nodes used for parallel computations. The model is analyzed for stability in terms of the delays in the transfer of ... 
[20120424] Los Libertadores: Science and Technology Education in Latin America
The world has become dependent on information, technology, and telecommunications. Better known as Information Technology and Telecommunications (IT), a term that encompasses the fields of Electrical and Computer Engineering ... 
[20120412] LQ Robust Synthesis With Nonfragile Controllers: The Static State Feedback Case
This paper describes the synthesis of Nonfragile or Resilient regulators for linear systems. The general framework for fragility is described using state space methodologies and the LQH static state feedback case is ... 
[20120329] Machine learning based CDMA power control
This paper presents binary and multiclass machine learning techniques for CDMA power control. The power control commands are based on estimates of the signal and noise subspace eigenvalues and the signal subspace dimension. ... 
[20120126] Managed Control of Composite Cloud Systems
Cloud providers have just begun to provide primitive functionality enabling users to configure and easily provision resources, primarily in the infrastructure as a service domain. In order to effectively manage cloud ... 
[20060310] Markov Process Analysis of PCM Line Monitors

[20120327] Masters and Novices
On 5–6 June 2005, the Electrical and Computer Engineering Department of the University of New Mexico organized a workshop to celebrate the career of Peter Dorato. The event was held at Los Poblanos Inn, an historic inn and ... 
[20120329] Microwavepropelled sails and their control
This paper presents the microwavepropelled sail, its structure, assumptions. We will present its equations of motion, then we will conduct stability analysis and we will design two controllers to make it asymptotically ... 
[20120324] A Mobile Transient Internet Architecture
This paper describes a new architecture for transient mobile networks destined to merge existing and future network architectures, communication implementations and protocol operations by introducing a new paradigm to data ... 
[20120419] Model following using multilayer perceptrons
A model following controller is proposed for discrete nonlinear systems using a recursive multilayer perceptron (MLP). The MLP network contains dynamics and is able to minimize the error between the plant and a desired ... 
[20120329] Modelbased networked control for finitetime stability of nonlinear systems: the deterministic case
In this paper we analyze modelbased networked control systems for a discretetime nonlinear plant model, operating in the presence of deterministic dropout of state observations. The dropout is modeled using communication ... 
[20120329] Modelbased networked control for finitetime stability of nonlinear systems: the stochastic case
In this paper we analyze modelbased networked control systems for a discretetime nonlinear plant model, operating in the presence of stochastic dropout of state observations. The dropout is modeled as a Markov chain, and ...