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Lecture Note | Download as zip file | 8.3M |
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Sl.No | Chapter Name | English |
---|---|---|
1 | Lecture 01 - Basics - Sensor Network and Noisy Observation Model | Download Verified |
2 | Lecture 02 - Likelihood Function and Maximum Likelihood (ML) Estimate | Download Verified |
3 | Lecture 03 - Properties of Maximum Likelihood (ML) Estimate – Mean and Unbiasedness | Download Verified |
4 | Lecture 04 - Properties of Maximum Likelihood (ML) Estimate – Variance and Spread Around Mean | Download Verified |
5 | Lecture 05 - Reliability of the Maximum Likelihood (ML) Estimate – Number of Samples Required | Download Verified |
6 | Lecture 06 - Estimation of Complex Parameters – Symmetric Zero Mean Complex Gaussian Noise | Download Verified |
7 | Lecture 07 - Wireless Fading Channel Estimation – Pilot Symbols and Likelihood Function | Download Verified |
8 | Lecture 08 - Wireless Fading Channel Estimation – Pilot Training based Maximum Likelihood ML Estimate | Download Verified |
9 | Lecture 09 - Wireless Fading Channel Estimation – Mean and Variance of Pilot Training Based Maximum Likelihood | Download Verified |
10 | Lecture 10 - Example – Wireless Fading Channel Estimation for Downlink Mobile Communication | Download Verified |
11 | Lec 11 - Cramer Rao Bound (CRB) for Parameter Estimation | Download Verified |
12 | Lec 12- Cramer Rao Bound CRB Example – Wireless Sensor Network | Download Verified |
13 | Lec 13 - Vector Parameter Estimation – System Model for Multi Antenna Downlink Channel Estimation | Download Verified |
14 | Lec 14 - Likelihood Function and Least Squares Cost Function for Vector Parameter Estimation | Download Verified |
15 | Lec 15 - Least Squares Cost Function for Vector Parameter Estimation Vector Derivative Gradient | Download Verified |
16 | Lec 16- Least Squares Solution Maximum Likelihood ML Estimate Pseudo Inverse | Download Verified |
17 | Lec 17- Properties of Least Squares Estimate – Mean Covariance and Distribution | Download Verified |
18 | Lec 18 - Least Squares Multi Antenna Downlink Maximum Likelihood Channel Estimation | Download Verified |
19 | Lec 19- Multiple Input Multiple Output MIMO Channel Estimation – Least Squares Maximum Likelihood ML | Download Verified |
20 | Lec 20- Example – Least Squares Multiple Input Multiple Output MIMO Channel Estimation | Download Verified |
21 | Lec 21 Channel Equalization and Inter Symbol Interference ISI Model | Download Verified |
22 | Lec 22 Least Squares based Zero Forcing Channel Equalizer | Download Verified |
23 | Lec 23 Example of ISI Channel and Least Squares based Zero Forcing | Download Verified |
24 | Lec 24 Equalization and Approximation Error for Zero Forcing Channel Equalizer | Download Verified |
25 | Lec 25 Example Equalization and Approximation Error for Zero Forcing Channel Equalizer | Download Verified |
26 | Lec 26-Introduction to Orthogonal Frequency Division Multiplexing OFDM – Cyclic Prefix CP and Circular Convolution | Download Verified |
27 | Lec 27- Introduction to Orthogonal Frequency Division Multiplexing OFDM – FFT at Receiver and Flat Fading | Download Verified |
28 | Lec 28- Channel Estimation Across Each Subcarrier in Orthogonal Frequency Division Multiplexing OFDM | Download Verified |
29 | Lec 29- Example Orthogonal Frequency Division Mulltiplexing OFDM – Transmission of Samples with Cyclic Prefix | Download Verified |
30 | Lec 30- Example Orthogonal Frequency Division Mulltiplexing OFDM – FFT at Receiver and Channel Estimation | Download Verified |
31 | Lec 31- Comb Type Pilot CTP Based Orthogonal Frequency Division Multiplexing OFDM Channel Estimation | Download Verified |
32 | Lec 32- Comb Type Pilot CTP Based Orthogonal Frequency Division Multiplexing OFDM Channel Estimation | Download Verified |
33 | Lec 33- Example Comb Type Pilot CTP Based Orthogonal Frequency Division Multiplexing OFDM Channel | Download Verified |
34 | Lec 34 -Frequency Domain Equalization FDE for Inter Symbol Interference ISI Removal in Wireless System | Download Verified |
35 | Lec 35-Example Frequency Domain Equalization FDE for Inter Symbol Interference ISI Removal in Wireless Channels | Download Verified |
36 | Lec 36-Example Frequency Domain Equalization FDE for Inter Symbol Interference ISI Removal in Wireless Channels | Download Verified |
37 | Lec 37-Introduction to Sequential Estimation – Application in Wireless Channel Estimation | Download Verified |
38 | Lec 38-Sequential Estimation of Wireless Channel Coefficient – Estimate and Variance Update Equation | Download Verified |
39 | Lec 39- Example Sequential Estimation of Wireless Channel Coefficient | Download Verified |
Sl.No | Chapter Name | Hindi |
---|---|---|
1 | Lecture 01 - Basics - Sensor Network and Noisy Observation Model | Download |
2 | Lecture 02 - Likelihood Function and Maximum Likelihood (ML) Estimate | Download |
3 | Lecture 03 - Properties of Maximum Likelihood (ML) Estimate – Mean and Unbiasedness | Download |
4 | Lecture 04 - Properties of Maximum Likelihood (ML) Estimate – Variance and Spread Around Mean | Download |
5 | Lecture 05 - Reliability of the Maximum Likelihood (ML) Estimate – Number of Samples Required | Download |
6 | Lecture 06 - Estimation of Complex Parameters – Symmetric Zero Mean Complex Gaussian Noise | Download |
7 | Lecture 07 - Wireless Fading Channel Estimation – Pilot Symbols and Likelihood Function | Download |
8 | Lecture 08 - Wireless Fading Channel Estimation – Pilot Training based Maximum Likelihood ML Estimate | Download |
9 | Lecture 09 - Wireless Fading Channel Estimation – Mean and Variance of Pilot Training Based Maximum Likelihood | Download |
10 | Lecture 10 - Example – Wireless Fading Channel Estimation for Downlink Mobile Communication | Download |
11 | Lec 11 - Cramer Rao Bound (CRB) for Parameter Estimation | Download |
12 | Lec 12- Cramer Rao Bound CRB Example – Wireless Sensor Network | Download |
13 | Lec 13 - Vector Parameter Estimation – System Model for Multi Antenna Downlink Channel Estimation | Download |
14 | Lec 14 - Likelihood Function and Least Squares Cost Function for Vector Parameter Estimation | Download |
15 | Lec 15 - Least Squares Cost Function for Vector Parameter Estimation Vector Derivative Gradient | Download |
16 | Lec 16- Least Squares Solution Maximum Likelihood ML Estimate Pseudo Inverse | Download |
17 | Lec 17- Properties of Least Squares Estimate – Mean Covariance and Distribution | Download |
18 | Lec 18 - Least Squares Multi Antenna Downlink Maximum Likelihood Channel Estimation | Download |
19 | Lec 19- Multiple Input Multiple Output MIMO Channel Estimation – Least Squares Maximum Likelihood ML | Download |
20 | Lec 20- Example – Least Squares Multiple Input Multiple Output MIMO Channel Estimation | Download |
21 | Lec 21 Channel Equalization and Inter Symbol Interference ISI Model | Download |
22 | Lec 22 Least Squares based Zero Forcing Channel Equalizer | Download |
23 | Lec 23 Example of ISI Channel and Least Squares based Zero Forcing | Download |
24 | Lec 24 Equalization and Approximation Error for Zero Forcing Channel Equalizer | Download |
25 | Lec 25 Example Equalization and Approximation Error for Zero Forcing Channel Equalizer | Download |
26 | Lec 26-Introduction to Orthogonal Frequency Division Multiplexing OFDM – Cyclic Prefix CP and Circular Convolution | Download |
27 | Lec 27- Introduction to Orthogonal Frequency Division Multiplexing OFDM – FFT at Receiver and Flat Fading | Download |
28 | Lec 28- Channel Estimation Across Each Subcarrier in Orthogonal Frequency Division Multiplexing OFDM | Download |
29 | Lec 29- Example Orthogonal Frequency Division Mulltiplexing OFDM – Transmission of Samples with Cyclic Prefix | Download |
30 | Lec 30- Example Orthogonal Frequency Division Mulltiplexing OFDM – FFT at Receiver and Channel Estimation | Download |
31 | Lec 31- Comb Type Pilot CTP Based Orthogonal Frequency Division Multiplexing OFDM Channel Estimation | Download |
32 | Lec 32- Comb Type Pilot CTP Based Orthogonal Frequency Division Multiplexing OFDM Channel Estimation | Download |
33 | Lec 33- Example Comb Type Pilot CTP Based Orthogonal Frequency Division Multiplexing OFDM Channel | Download |
34 | Lec 34 -Frequency Domain Equalization FDE for Inter Symbol Interference ISI Removal in Wireless System | Download |
35 | Lec 35-Example Frequency Domain Equalization FDE for Inter Symbol Interference ISI Removal in Wireless Channels | Download |
36 | Lec 36-Example Frequency Domain Equalization FDE for Inter Symbol Interference ISI Removal in Wireless Channels | Download |
37 | Lec 37-Introduction to Sequential Estimation – Application in Wireless Channel Estimation | Download |
38 | Lec 38-Sequential Estimation of Wireless Channel Coefficient – Estimate and Variance Update Equation | Download |
39 | Lec 39- Example Sequential Estimation of Wireless Channel Coefficient | Download |