2.1 Information and Information Transmission
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Tab. 2.2: Bandwidth of common signals compared to biosignals.
Signal / application
Approximate bandwidth
Nuclear magnetic resonance spectroscopy
0.1 Hz
Electroencephalogram (EEG)
100 Hz
Electrocardiogram (ECG)
300 Hz
Electromyogram (EMG)
5 kHz
Speech
3.6 kHz
Audio CD
22 kHz
Mobile radio (GSM)
200 kHz
FM broadcast signal
300 kHz
DVB-T
7 MHz
WLAN according to IEEE 802.11 a/b
22 MHz
Front Side Bus in the computer
400–800 MHz
Fibre – Ethernet
20–50 GHz
The bandwidth of the transmission channel, or the signals that are transmitted in
it, depends on the information content to be transmitted. Since information cannot
be transmitted via a single frequency⁶, the information signal is modulated onto so-
called carrier signals. The simplest type of analogue modulation are methods in which
a signal parameter such as the amplitude or frequency or the phase position of the
carrier signal are modulated by the information signal. In the case of amplitude mod-
ulation this is done by multiplying the carrier signal with the information signal (cf.
Figure 2.2).
In todays technology, often digital modulation methods are used in addition to
analogue amplitude and frequency modulation in order to optimally utilise the chan-
nel capacity. Corresponding to the analogue modulation such as amplitude modula-
tion (AM) or frequency modulation (FM), in the digital procedures on the one hand
in pulse amplitude modulation (PAM) the amplitude and on the other hand in pulse
position modulation (PPM) resp. pulse width modulation (PWM), the frequency and
phase position of the digital pulses are modulated with the amplitude values of the
information signal (cf. Figure 2.3 and Listing 2.1).
The problem of every type of modulation, however, is the fundamental widening
of the bandwidth depending on the information to be represented and the possible
(metrologically still just distinguishable) resolution of the transmission path affected
sI (t)
sT (t)
sU (t) = sI (t) ·sT (t)
Fig. 2.2: Amplitude modulator, obtained by multiply-
ing the information signal sI with the carrier signal sT
leading to a transmission signal sU.
6 A signal with a single frequency does not transmit information, since the measurable quantity does
not undergo any change.