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IoT Book
18.3 Algorithms
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IoT Book
Preface Version 2
Preface Version 1
1. IoT Overview
2. Signal Processing Fundamentals
2. Signal Processing Fundamentals
2.1 Signal Generation, Transmission, and Reception
2.2 Analog vs Digital Signals
2.3 Sampling Theorem
2.4 Signal Quantization
2.5 Case Study Recorder Player
3. Fourier Analysis
3. Fourier Analysis
3.1 History
3.2 Fourier Series
3.3 Fourier Transform
3.4 Discrete Fourier
3.5 Case Study STFT
4. Wireless Channels
4. Wireless Channels
4.1 Channel Definition
4.2 Path Loss and Shadowing
4.3 Multipath Models
4.4 Case Study Wireless Channel Simulation and Measurement
5. Signal Filtering
5. Signal Filtering
5.1 Filter Introduction
5.2 Moving Average Filter
5.3 FIR Filters
5.4 IIR Filters
5.5 Advanced Filter Design
5.6 Case Study Filter Comparison
6. Digital Modulation
6. Digital Modulation
6.1 Introduction
6.2 Amplitude Modulation
6.3 Frequency Modulation
6.4 Phase Modulation
6.5 Upconversion
6.6 Integrated Modulation
6.7 Case Study Full System Example
7. Short-Range Wireless
7. Short-Range Wireless
7.1 WiFi
7.2 Bluetooth
7.3 ZigBee
7.4 Case Study Bluetooth Case
8. Backscatter Communication
8. Backscatter Communication
8.1 Principles
8.2 RFID
8.3 WiFi to LoRa
9. LoRa
9. LoRa
9.1 Introduction
9.2 LoRa Communication
9.3 Collision Decoding
9.4 Testbed
9.5 OTA Update
10. Visible Light Communication
10. Visible Light Communication
10.1 Visible Light Communication
11. Millimeter-Wave Communication
11. Millimeter-Wave Communication
11.1 mmWave
12. Wireless Ranging
12. Wireless Ranging
12.1 RSS Ranging
12.2 ToF Ranging
13. Wireless Localization
13. Wireless Localization
13.1 Trilateration
13.2 TDOA
13.3 AOA
13.4 Fingerprinting
14. Wireless Tracking
14. Wireless Tracking
14.1 Doppler-Based
14.2 FMCW-Based
14.3 Phase-Based
15. Sensor-Based Sensing
15. Sensor-Based Sensing
15.1 Sensor Principles
15.2 Inertial Sensors
15.3 Android Sensors
16. Acoustic Sensing
16. Acoustic Sensing
16.1 Acoustic Ranging
16.2 Acoustic Localization
16.3 Acoustic Tracking
16.4 Acoustic Gesture
16.5 Device Authentication
17. WiFi Sensing
17. WiFi Sensing
17.1 CSI Acquisition
17.2 CSI Analysis
17.3 WiFi ToF Case
17.4 WiFi Localization
18. Bluetooth Sensing
18. Bluetooth Sensing
18.1 Direction Finding
18.2 Localization Devices
18.3 Algorithms
18.3 Algorithms
Table of contents
Content will be updated progressively. Please stay tuned.
18.4 Applications
19. Backscatter Sensing
20. UWB Sensing
20. UWB Sensing
20.1 Devices & Environment
20.3 V-TWR
21. LoRa Sensing
22. Millimeter-wave Sensing
23. Visible Light Sensing
23. Visible Light Sensing
23.1 Overview
23.2 Active Sensing
23.3 Passive Sensing and Pose Estimation
Appendices
Appendices
1 Android Basics
2 MATLAB Basics
Table of contents
Content will be updated progressively. Please stay tuned.
18.3 Algorithms
Content will be updated progressively. Please stay tuned.
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