Stochastic incremental gradient descent for estimation in sensor networks

Keyphrases

• Sensor Networks 100%
• Robbins-Monro 100%
• Incremental Gradient Descent 100%
• Gradient Method 75%
• Stochastic Model 50%
• Cost Function 50%
• Sensor Measurement 50%
• Estimation Problem 25%
• Parameter Estimation 25%
• Approximation Algorithms 25%
• Optimization Problem 25%
• Gradient Approach 25%
• Identically Distributed 25%
• Almost Surely 25%
• Optimum Solution 25%
• Convexity 25%
• Incremental Gradient 25%
• Sum of Functions 25%
• Spatial Fields 25%

Mathematics

• Stochastics 100%
• Stochastic Model 100%
• Cost Function 100%
• Parameter Estimation 50%
• Minimizes 50%
• Objective Function 50%