Chapter Metrics

Chapter: Chapter number (leading zeros removed)
Name: Chapter title from index.md
Sections: Count of H2 and H3 headers in chapter markdown files
Diagrams: Count of H4 headers starting with '#### Diagram:'
Equations: LaTeX expressions using $ and $$ delimiters
Words: Word count across all markdown files in the chapter
Links: Markdown-formatted links [text](url)

Generated by: Book Metrics Python Program v0.04
Generated on: November 25, 2025 at 07:56 AM

This file contains chapter-by-chapter metrics for student-facing content.

Chapter	Name	Sections	Diagrams	Equations	Words	Links
1	Mathematical Foundations	35	2	213	4,695	11
2	Introduction to Signals and Systems	38	2	176	4,810	11
3	System Properties and Analysis	39	2	166	4,807	12
4	Convolution and Correlation	29	2	156	4,152	13
5	Sampling and Quantization	33	2	90	4,283	11
6	Fourier Analysis Fundamentals	31	2	158	4,458	12
7	DFT, FFT and Frequency Domain Analysis	29	2	47	4,060	12
8	Advanced Transforms	26	2	86	4,181	14
9	Filter Design Fundamentals	28	1	73	4,447	14
10	Advanced Filter Design and Implementation	26	1	57	4,433	15
11	Adaptive Signal Processing	37	1	107	4,453	14
12	Stochastic Processes and Random Signals	33	1	111	4,423	15
13	Multirate Signal Processing and Compression	36	1	38	4,036	13
14	Time-Frequency Analysis and Advanced Topics	32	1	64	4,080	14
15	Signal Processing Applications and AI Integration	42	1	1	5,078	14

Metrics Explanation