ECE7thSem|Adaptive Signal Processing |UNIT-IGeneral concept of adaptive filtering estimation | Hindi

Описание: 🎓 Welcome to BONGINEERING – इंजीनियरिंग सहजपाठ!
इस वीडियो में हम Adaptive Signal Processing के UNIT–I: General Concept of Adaptive Filtering and Estimation को बहुत आसान Hindi + English mix भाषा में समझेंगे।
वीडियो खासतौर पर Bachelor of Engineering (ECE – 7th Semester) छात्रों के लिए बनाया गया है और पूरा कंटेंट WBSCTVESD University syllabus पर आधारित है।

🔍 इस वीडियो में आप क्या सीखेंगे? (What You Will Learn):
👉 Adaptive Signal Processing Basics

– Adaptability क्या होती है?
– Adaptive filtering की जरूरत क्यों पड़ती है
– Fixed filter vs Adaptive filter difference

👉 Adaptive Filtering Concepts

– Structure of an adaptive filter
– Error signal, cost function
– Convergence behaviour
– Real-life examples (noise cancellation, echo removal)

👉 Estimation Concepts

– Parameter estimation
– MMSE (Minimum Mean Square Error)
– Wiener filter का basic idea
– Adaptive vs Non-adaptive estimation

👉 Intro to Algorithms

– LMS (Least Mean Square) algorithm concept
– Gradient descent का intuition
– Basic update rules
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