Digital sampling

When we sample an analogue signal, we take measurements of the analogue signal at regular intervals.
That means that we measure the amplitude of the analogue signal every, say, 1/44,100th of a second. We then convert those measurements each into a digital signal, which gives us a digital ‘equivalent’ of the analogue signal.

It’s not exactly the same as the original analogue signal, but it’s a close approximation.

Improving quality

Sample rate

The sample rate is just the number of samples we take per second.

FOr example, CD quality audio has a sample rate of 44,100 samples per second. That means that every second, we’ve taken 44,100 measurements of the analogue signal, and converted those into a digital signal.

The higher the sample rate, the better the quality of the digital signal, but it also takes up more storage.

Bit depth

The bit depth is the number of bits we use to store each sample.

For example, CD quality audio has a bit depth of 16 bits. That means that each sample is stored using 16 bits, which allows us to represent 2^16 = 65,536 different values for each sample.

flashcards

QuestionAnswer
What is the definition of sampling an analogue signal?Taking measurements of the analogue signal at regular intervals.
What determines how frequently we measure an analogue signal during sampling?The sample rate, which is the number of samples taken per second.
What is the sample rate for CD quality audio?44,100 samples per second.
What happens to storage space if we take more samples per second?It takes up more storage space.
How does using more bits per sample affect the digital signal?It allows representing more values, giving a better approximation, but takes up more storage space.
What is the bit depth of CD quality audio and how many values can it represent?16 bits, allowing 2^{16} = 65,536 different values per sample.
What are three factors that can improve the quality of a sampled digital signal?Higher sample rate, higher bit depth, and a better conversion algorithm.