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Signal Encoding

Signal Encoding. Rong Wang CGS3285 Spring 2004. From textbooks: Chapter 2 of Data Communications and Networking, 3rd Edition, Behrouz A. Forouzan (ISBN: 0-07-251584-8) Page 73~75 of Data Communications: From Basics to Broadband , 3rd Edition by William J. Beyda (ISBN: 0-13-096139-6)

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Signal Encoding

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  1. Signal Encoding Rong Wang CGS3285 Spring 2004

  2. From textbooks: Chapter 2 of Data Communications and Networking, 3rd Edition, Behrouz A. Forouzan (ISBN: 0-07-251584-8) Page 73~75 of Data Communications: From Basics to Broadband, 3rd Edition by William J. Beyda (ISBN: 0-13-096139-6) From references: Chapter 5 ofData and Computer Communications, 7th Edition, William Stallings (ISBN:0-13-100681-9) Recommended Reading

  3. Note: To be transmitted, data must be transformed to electromagnetic signals.

  4. 3.1 Analog and Digital Analog and Digital Data Analog and Digital Signals Periodic and Aperiodic Signals

  5. Data – Entities that convey meanings, or information Signals- Electric or electromagnetic representations of data Signaling – Physical propagation of the signal along a suitable medium Transmission – Communication of data by the propagation and processing of signals Basic Context

  6. Analog data Take on continuous values in some interval e.g. sound, video Digital data Take on discrete values e.g. text, integers Analog and Digital Data

  7. Note: Signals can be analog or digital. Analog signals can have an infinite number of values in a range; digital signals can have only a limited number of values.

  8. Figure 3.1Comparison of analog and digital signals

  9. Analog Signal An continuously varying electromagnetic wave that may be propagated over a variety of media (e.g., twisted pair or coaxial cable, atmosphere), depending on spectrum. Digital Signal An sequence of voltage pulses that may be transmitted over a wire medium, e.g., a constant positive voltage level may represent binary 0 and a constant negative voltage level may represent binary 1. Advantages of digital signal over analog signal Cheaper in price Less susceptible to noise interference Disadvantages of digital signal over analog signal Suffer more from attenuation Pulses become rounded and smaller Leads to loss of information Analog and Digital Signals

  10. Note: In data communication, we commonly use periodic analog signals and aperiodic digital signals.

  11. Conversion of Voice Input to Analog Signal

  12. Conversion of PC Input to Digital Signal

  13. Usually use digital signals for digital data and analog signals for analog data Can use analog signal to carry digital data Modem Can use digital signal to carry analog data Compact Disc audio Data and Signals

  14. Analog Signals Carrying Analog and Digital Data

  15. Digital Signals Carrying Analog and Digital Data

  16. 3.2 Analog Signals Sine Wave Phase Examples of Sine Waves Time and Frequency Domains Composite Signals Bandwidth

  17. Figure 3.2A sine wave

  18. Figure 3.3Amplitude

  19. Note: Frequency and period are inverses of each other.

  20. Figure 3.4Period and frequency

  21. Table 3.1 Units of periods and frequencies

  22. Example 1 Express a period of 100 ms in microseconds, and express the corresponding frequency in kilohertz. Solution? From Table 3.1 we find the equivalent of 1 ms.We make the following substitutions: 100 ms = 100  10-3 s = 100  10-3 106ms = 105ms Now we use the inverse relationship to find the frequency, changing hertz to kilohertz 100 ms = 100  10-3 s = 10-1 s f = 1/10-1 Hz = 10  10-3 KHz = 10-2 KHz

  23. Note: Frequency is the rate of change with respect to time. Change in a short span of time means high frequency. Change over a long span of time means low frequency.

  24. Note: If a signal does not change at all, its frequency is zero. If a signal changes instantaneously, its frequency is infinite.

  25. Note: Phase describes the position of the waveform relative to time zero.

  26. Figure 3.5Relationships between different phases

  27. Figure 3.6Sine wave examples

  28. Figure 3.6Sine wave examples (continued)

  29. Figure 3.6Sine wave examples (continued)

  30. Note: An analog signal is best represented in the frequency domain.

  31. Figure 3.7Time and frequency domains

  32. Figure 3.7Time and frequency domains (continued)

  33. Figure 3.7Time and frequency domains (continued)

  34. Note: A single-frequency sine wave is not useful in data communications; we need to change one or more of its characteristics to make it useful.

  35. Note: When we change one or more characteristics of a single-frequency signal, it becomes a composite signal made of many frequencies.

  36. Note: According to Fourier analysis, any composite signal can be represented as a combination of simple sine waves with different frequencies, phases, and amplitudes.

  37. Figure 3.8Square wave

  38. Figure 3.9Three harmonics

  39. Figure 3.10Adding first three harmonics

  40. Figure 3.11Frequency spectrum comparison

  41. Figure 3.12Signal corruption

  42. Note: The bandwidth is a property of a medium: It is the difference between the highest and the lowest frequencies that the medium can satisfactorily pass.

  43. Figure 3.13Bandwidth

  44. Example 3 If a periodic signal is decomposed into five sine waves with frequencies of 100, 300, 500, 700, and 900 Hz, what is the bandwidth? Draw the spectrum, assuming all components have a maximum amplitude of 10 V. Solution ? B = fh-fl = 900 - 100 = 800 Hz The spectrum has only five spikes, at 100, 300, 500, 700, and 900 (see Figure 13.4 )

  45. Example 4 A signal has a bandwidth of 20 Hz. The highest frequency is 60 Hz. What is the lowest frequency? Draw the spectrum if the signal contains all integral frequencies of the same amplitude. Solution ? B = fh- fl 20 = 60 - fl fl = 60 - 20 = 40 Hz

  46. Example 5 A signal has a spectrum with frequencies between 1000 and 2000 Hz (bandwidth of 1000 Hz). A medium can pass frequencies from 3000 to 4000 Hz (a bandwidth of 1000 Hz). Can this signal faithfully pass through this medium? Solution ? The answer is definitely no. Although the signal can have the same bandwidth (1000 Hz), the range does not overlap. The medium can only pass the frequencies between 3000 and 4000 Hz; the signal is totally lost.

  47. 3.3 Digital Signals Bit Interval and Bit Rate As a Composite Analog Signal Through Wide-Bandwidth Medium Through Band-Limited Medium Versus Analog Bandwidth Higher Bit Rate

  48. Figure 3.16A digital signal

  49. Example 6 A digital signal has a bit rate of 2000 bps. What is the duration of each bit (bit interval) Solution ? The bit interval is the inverse of the bit rate. Bit interval = 1/ 2000 s = 0.000500 s = 0.000500 x 106ms = 500 ms

  50. Figure 3.17Bit rate and bit interval

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