Modules / Lectures

Module Name | Download | Description | Download Size |
---|---|---|---|

Week 1- Basics of Estimation, Maximum Likelihood (ML) | Alternative_Proof_Reliability | Alternative_Proof_Reliability - Additional Notes | 160 kb |

Week 1- Basics of Estimation, Maximum Likelihood (ML) | Lecture 5 | Lecture 5 - Lecture Notes | 184 kb |

Week 1- Basics of Estimation, Maximum Likelihood (ML) | Lecture 4 | Lecture 4 - Lecture Notes | 202 kb |

Week 1- Basics of Estimation, Maximum Likelihood (ML) | Lecture 3 | Lecture 3 - Lecture Notes | 185 kb |

Week 1- Basics of Estimation, Maximum Likelihood (ML) | Lecture 2 | Lecture 2 - Lecture Notes | 223 kb |

Week 1- Basics of Estimation, Maximum Likelihood (ML) | Lecture 1 | Lecture 1 - Lecture Notes | 127 kb |

Week-2 Vector Estimation | Lecture 10 | Lecture 10 - Lecture Notes | 177 kb |

Week-2 Vector Estimation | Lecture 9 | Lecture 9 - Lecture Notes | 253 kb |

Week-2 Vector Estimation | Lecture 8 | Lecture 8 - Lecture Notes | 188 kb |

Week-2 Vector Estimation | Lecture 7 | Lecture 7 - Lecture Notes | 180 kb |

Week-2 Vector Estimation | Lecture 6 | Lecture 6 - Lecture Notes | 244 kb |

Week 3- Cramer-Rao Bound (CRB), Vector Parameter Estimation, Multi-Antenna Downlink Mobile Channel E | Lecture 15 | Lecture 15 - Lecture Notes | 111 kb |

Week 3- Cramer-Rao Bound (CRB), Vector Parameter Estimation, Multi-Antenna Downlink Mobile Channel E | Lecture 14 | Lecture 14 - Lecture Notes | 190 kb |

Week 3- Cramer-Rao Bound (CRB), Vector Parameter Estimation, Multi-Antenna Downlink Mobile Channel E | Lecture 13 | Lecture 13 - Lecture Notes | 198 kb |

Week 3- Cramer-Rao Bound (CRB), Vector Parameter Estimation, Multi-Antenna Downlink Mobile Channel E | Lecture 12 | Lecture 12 - Lecture Notes | 172 kb |

Week 3- Cramer-Rao Bound (CRB), Vector Parameter Estimation, Multi-Antenna Downlink Mobile Channel E | Lecture 11 | Lecture 11 - Lecture Notes | 224 kb |

Week 4-Least Squares (LS) Principle, Pseudo-Inverse, Properties of LS Estimate, Examples - Mullti-An | Lecture 20 | Lecture 20 - Lecture Notes | 221 kb |

Week 4-Least Squares (LS) Principle, Pseudo-Inverse, Properties of LS Estimate, Examples - Mullti-An | Lecture 19 | Lecture 19 - Lecture Notes | 246 kb |

Week 4-Least Squares (LS) Principle, Pseudo-Inverse, Properties of LS Estimate, Examples - Mullti-An | Lecture 18 | Lecture 18 - Lecture Notes | 188 kb |

Week 4-Least Squares (LS) Principle, Pseudo-Inverse, Properties of LS Estimate, Examples - Mullti-An | Lecture 17 | Lecture 17 - Lecture Notes | 179 kb |

Week 4-Least Squares (LS) Principle, Pseudo-Inverse, Properties of LS Estimate, Examples - Mullti-An | Lecture 16 | Lecture 16 - Lecture Notes | 137 kb |

Week 5- Inter Symbol Interference (ISI), Channel Equalization, Zero-Forcing (ZF) Equalizer, ZF Exam | Lecture 25 | Lecture 25 Notes | 203 kb |

Week 5- Inter Symbol Interference (ISI), Channel Equalization, Zero-Forcing (ZF) Equalizer, ZF Exam | Lecture 24 | Lecture 24 Notes | 162 kb |

Week 5- Inter Symbol Interference (ISI), Channel Equalization, Zero-Forcing (ZF) Equalizer, ZF Exam | Lecture 23 | Lecture 23 Notes | 241 kb |

Week 5- Inter Symbol Interference (ISI), Channel Equalization, Zero-Forcing (ZF) Equalizer, ZF Exam | Lecture 22 | Lecture 22 Notes | 217 kb |

Week 5- Inter Symbol Interference (ISI), Channel Equalization, Zero-Forcing (ZF) Equalizer, ZF Exam | Lecture 21 | Lecture 21 Notes | 203 kb |

Week 6- Introduction to Orthogonal Frequency Division Multiplexing (OFDM) and Pilot Based OFDM Chann | Lecture 26 | Lecture 26 - Lecture Notes | 230 kb |

Week 6- Introduction to Orthogonal Frequency Division Multiplexing (OFDM) and Pilot Based OFDM Chann | Lecture 27 | Lecture 27 - Lecture Notes | 310 kb |

Week 6- Introduction to Orthogonal Frequency Division Multiplexing (OFDM) and Pilot Based OFDM Chann | Lecture 28 | Lecture 28 - Lecture Notes | 331 kb |

Week 6- Introduction to Orthogonal Frequency Division Multiplexing (OFDM) and Pilot Based OFDM Chann | Lecture 29 | Lecture 29 - Lecture Notes | 172 kb |

Week 6- Introduction to Orthogonal Frequency Division Multiplexing (OFDM) and Pilot Based OFDM Chann | Lecture 30 | Lecture 30 - Lecture Notes | 266 kb |

Week 7- OFDM - Comb Type Pilot (CTP) Transmission, Channel Estimation in Time/ Frequency Domain, CTP | Lecture 31 | Lecture 31 - Lecture Notes | 261 kb |

Week 7- OFDM - Comb Type Pilot (CTP) Transmission, Channel Estimation in Time/ Frequency Domain, CTP | Lecture 32 | Lecture 32 - Lecture Notes | 270 kb |

Week 7- OFDM - Comb Type Pilot (CTP) Transmission, Channel Estimation in Time/ Frequency Domain, CTP | Lecture 33 | Lecture 33 - Lecture Notes | 321 kb |

Week 7- OFDM - Comb Type Pilot (CTP) Transmission, Channel Estimation in Time/ Frequency Domain, CTP | Lecture 34 | Lecture 34 - Lecture Notes | 240 kb |

Week 8- Sequential Least Squares (SLS) Estimation – Scalar/ Vector Cases, Applications- Wireless Fa | Lecture 35 | Lecture 35 - Lecture Notes | 259 kb |

Week 8- Sequential Least Squares (SLS) Estimation – Scalar/ Vector Cases, Applications- Wireless Fa | Lecture 36 | Lecture 36 - Lecture Notes | 255 kb |

Week 8- Sequential Least Squares (SLS) Estimation – Scalar/ Vector Cases, Applications- Wireless Fa | Lecture 37 | Lecture 37 - Lecture Notes | 214 kb |

Week 8- Sequential Least Squares (SLS) Estimation – Scalar/ Vector Cases, Applications- Wireless Fa | Lecture 38 | Lecture 38 - Lecture Notes | 268 kb |

Week 8- Sequential Least Squares (SLS) Estimation – Scalar/ Vector Cases, Applications- Wireless Fa | Lecture 39 | Lecture 39 - Lecture Notes | 255 kb |

Sl.No | Chapter Name | English |
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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 | Language | Book link |
---|---|---|

1 | English | Not Available |

2 | Bengali | Not Available |

3 | Gujarati | Not Available |

4 | Hindi | Not Available |

5 | Kannada | Not Available |

6 | Malayalam | Not Available |

7 | Marathi | Not Available |

8 | Tamil | Not Available |

9 | Telugu | Not Available |