(a) Let H = (h₁, h2, ..., hy). What is the dimensionality of this matrix? (b) Define a matrix S whose entries are: (S)i,j = hihj ||hi|| ||hj||, You observe that this matrix seems to have a "blocky" structure where the bottom right quarter of the matrix has notably large values, close to 1. What might this indicate about the users? Use at most 3 sentences, appealing to linear algebraic concepts.

Algebra for College Students
10th Edition
ISBN:9781285195780
Author:Jerome E. Kaufmann, Karen L. Schwitters
Publisher:Jerome E. Kaufmann, Karen L. Schwitters
Chapter11: Systems Of Equations
Section11.4: Determinants
Problem 52PS
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You work at a company called 'PulseTech'. The startup is about to launch a new smart wristband that has a photoplethysmogram (PPG) sensor that monitors heart rhythms. This sensor captures a reading every 60 seconds, represented by beats per minute (bpm).

Imagine you possess this heart rate information for N individuals, gathered over a span of one day, and you save it in a vector hi for i = 1, 2, 3, ..., N.

(a) Let H = (h1, h2, ..., hy). What is the dimensionality of this matrix?
(b) Define a matrix S whose entries are:
hihj
(9) ; ; = ((| h || | ||
You observe that this matrix seems to have a "blocky" structure where the bottom right quarter of the
matrix has notably large values, close to 1. What might this indicate about the users? Use at most 3
sentences, appealing to linear algebraic concepts.
Transcribed Image Text:(a) Let H = (h1, h2, ..., hy). What is the dimensionality of this matrix? (b) Define a matrix S whose entries are: hihj (9) ; ; = ((| h || | || You observe that this matrix seems to have a "blocky" structure where the bottom right quarter of the matrix has notably large values, close to 1. What might this indicate about the users? Use at most 3 sentences, appealing to linear algebraic concepts.
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