Digital Communications and LFSR Properties

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Questions and Answers

What is the primary purpose of using non-maximal codes such as Gold codes?

  • To improve signal distinguishing against background noise (correct)
  • To create very long codes for quick synchronization
  • To provide maximum cross-correlation
  • To eliminate all signals during synchronization

In the linear summation process of codes, what is the result when shifting the second code by 2 chips?

  • 0111111
  • 1001101
  • 0101000 (correct)
  • 0010001

Which statement best describes the process used to obtain a DSSS signal?

  • The code sequence is summed with information logic signals before modulation (correct)
  • Information signals are sent without modification to the code sequence
  • Only continuous signals are utilized for code modification
  • BPSK is used exclusively without any prior processing

What characteristic of JPL codes makes them particularly suitable for ranging applications?

<p>Fast synchronization capabilities (D)</p> Signup and view all the answers

In the context of orthogonal codes, what is the significance of the integral expression provided?

<p>It indicates successful isolation of signals (B)</p> Signup and view all the answers

What is the statistical distribution of '1' and '0' in maximum sequences?

<p>The position changes, but the amount remains constant. (A)</p> Signup and view all the answers

Which state must not exist for a functioning n-column generator?

<p>The state of all '0'. (C)</p> Signup and view all the answers

What is the autocorrelation function used for in relation to signals?

<p>To determine the delay of signal propagation. (D)</p> Signup and view all the answers

In a given code shift of 1, what is the result of coincidences minus discrepancies?

<p>-1 (C)</p> Signup and view all the answers

What is the total number of slots in the maximum sequence when p equals 1?

<p>32 (B)</p> Signup and view all the answers

What is one of the main purposes of the m-sequence autocorrelation function?

<p>To suppress inter-symbol interference. (C)</p> Signup and view all the answers

For which slot index does the m-sequence contain only '0's?

<p>6 (D)</p> Signup and view all the answers

What is the maximum length of a binary maximum sequence generated by an n-column shift register?

<p>2n-1 (C)</p> Signup and view all the answers

How many units of logical '1' are present in a binary maximum sequence generated by a length-10 generator?

<p>512 (D)</p> Signup and view all the answers

What does the autocorrelation function of a maximal sequence return for all shifts except one?

<p>-1 (B)</p> Signup and view all the answers

In the context of a code sequence, what does U=1 correspond to?

<p>Logical '1' (D)</p> Signup and view all the answers

What is the relationship between the number of logical '1's and '0's in a maximal sequence of length n?

<p>The number of '1's equals the number of '0's plus one (C)</p> Signup and view all the answers

What does a transition of 0→1 signify in a code sequence?

<p>A logical '1' at time ti (D)</p> Signup and view all the answers

Which statement regarding the statistical distribution in maximal sequences is accurate?

<p>The sequence has a strictly defined statistical distribution of '1's and '0's (B)</p> Signup and view all the answers

What is the result when summing the sequence according to modulo-2 with its own displacement?

<p>The same sequence (B)</p> Signup and view all the answers

What is the relationship between Tb and t in synchronization?

<p>Tb = KT t (C)</p> Signup and view all the answers

In BPSK, what does the symbol m(t) represent?

<p>Data represented by ±1 (C)</p> Signup and view all the answers

What is the purpose of the chip generator in a DSSS signal modulator?

<p>To generate the spreading code pN(t) (A)</p> Signup and view all the answers

Which coding method is employed for data synchronization in the DSSS signal modulator?

<p>NRZ coding (D)</p> Signup and view all the answers

What is true about orthogonal codes in synchronization?

<p>They allow for the elimination of unnecessary signals (C)</p> Signup and view all the answers

What must be true about the data rates of input signals in this system?

<p>They must be equal (C)</p> Signup and view all the answers

What type of signal is produced by the code generator in the DSSS modulator?

<p>Discrete multilevel signal (C)</p> Signup and view all the answers

What is the main function of the carrier generator in relation to the DSSS signal?

<p>To multiply the frequency of the BPSK signal (B)</p> Signup and view all the answers

What is the impact of using large n in sequences during synchronization?

<p>It prolongs the synchronization process. (B)</p> Signup and view all the answers

In the context of cross-correlation function Y(r), what does the function represent?

<p>The integral of two functions over time. (C)</p> Signup and view all the answers

What happens when two m-sequences of the same length but different phases are combined?

<p>The output produces a sequence whose phase does not coincide with elements from either input. (C)</p> Signup and view all the answers

What is a characteristic of Gold codes when comparing two different m-sequences?

<p>They generate a non-maximal sequence of equal length. (B)</p> Signup and view all the answers

How does the length of the output code change when combining m-sequences of different lengths?

<p>The output length equals the product of the lengths of the two sequences. (C)</p> Signup and view all the answers

What indicates a poor result in the cross-correlation analysis of the given chip codes?

<p>High number of discrepancies. (C)</p> Signup and view all the answers

What is the correct interpretation of 'coincidences' in the context of chip code correlation?

<p>Instances where values match between codes. (A)</p> Signup and view all the answers

What is the formula used to calculate the efficiency of an FDMA system?

<p>$m_f = \frac{B_v}{B_c N_c}$ (A)</p> Signup and view all the answers

Which feature does NOT apply to non-maximal sequences formed from two different m-sequences?

<p>They have excellent cross-correlation properties. (B)</p> Signup and view all the answers

In a hexagonal cell, what is the minimal S/I ratio represented as?

<p>$\frac{S}{I} = (3N_c)^2$ (A)</p> Signup and view all the answers

Given a path loss exponent $ν= 4$, what is the efficiency equation for the FDMA system?

<p>$m_f = 1.22$ (D)</p> Signup and view all the answers

What variable represents the total bandwidth in the context of FDMA?

<p>B_v (D)</p> Signup and view all the answers

How is minimal S/I for hexagonal cell derived?

<p>From the relationship $\frac{S}{I} = (3N_c)^2$ (A)</p> Signup and view all the answers

If $B_v = 12.5 MHz$ and $B_k = 200 kHz$, how many frequency channels can be formed?

<p>64 (D)</p> Signup and view all the answers

Which formula represents the efficiency for a TDMA system?

<p>$m_f = \frac{B_v}{B_c k}$ (A)</p> Signup and view all the answers

What does k represent in the context of TDMA?

<p>The number of time multiplexed channels (B)</p> Signup and view all the answers

Flashcards

State of the n-Column Generator

A specific arrangement of 0s and 1s in a code period that represents a unique state of the n-column generator (n-set) and occurs only once per code period.

Forbidden State

A state with all '0's, which is not allowed as it stops the generator from generating.

m-Sequence

A specific type of sequence generated by a linear feedback shift register (LFSR), characterized by its unique statistical properties and a specific structure.

Number of Slots

The number of slots (positions) within an m-sequence that contain a '1' or '0' value.

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Code Autocorrelation

The function that measures the similarity between a code and its shifted version.

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Good Autocorrelation Function

A measure of how well a signal can be recovered from a noisy channel. A high autocorrelation indicates strong signal presence.

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Code Cross-Correlation

The function that measures the similarity between two different codes.

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m-Sequence Autocorrelation Function

A special type of code with exceptional properties for detecting signals and reducing interference, particularly in multipath fading environments.

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Code sequence

A sequence of logical 1s and 0s that follows a specific pattern, often pseudo-random. The transitions between 0 and 1 happen at specific time intervals (ti).

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ti (time interval)

The time interval between transitions in a code sequence (0 → 1 or 1 → 0).

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Chip rate (Rk)

The rate of change (frequency) of the code sequence. It indicates how many code changes happen in a given time (Tt).

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Linear Feedback Shift Register (LFSR)

A type of digital sequence generator that creates a long, repeating pattern of 1s and 0s. It uses a shift register and feedback loop to generate the sequence.

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Maximum sequence (code)

The length of the longest possible sequence that can be generated by an n-column shift register. It is calculated as 2n-1 clock periods.

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Autocorrelation function (of a code sequence)

A function that measures the similarity between a code sequence and a shifted version of itself. It is used to analyze the randomness of code sequences. In m-sequences, it is -1 for most shifts, and only varies for specific shifts.

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Modulo-2 summation

A process where you add two binary sequences together, with the result being 0 if both bits are the same, and 1 otherwise.

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Synchronization

The process of aligning two or more sequences to ensure they start at the same time.

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Sequence period

The length of time it takes for an m-sequence to repeat.

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Cross-correlation function

A function that measures the similarity between two signals at different time offsets.

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Linear summation of codes

The result of adding two or more m-sequences together, often used to create sequences with desirable properties.

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Gold codes

Sequences generated by adding two different m-sequences of the same length.

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Non-maximal sequence

Adding m-sequences of different lengths results in a longer sequence with non-maximal properties.

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Code/shifted code

The time offset between two signals, used to measure how well they align.

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What are Gold Codes?

A non-maximal code with good properties for distinguishing signals from background interference, particularly in communication scenarios with multiple signals.

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What are JPL Codes?

A type of code specifically designed for optimal ranging, offering quick synchronization of very long codes. These codes are valuable in applications requiring accurate distance measurements.

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How is a DSSS signal generated?

In a DSSS signal, a code sequence modified by the information signal, followed by a modulation scheme like BFSK, QPSK, etc. The information signal is combined with the code sequence through a modulus-2 operation.

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What are Orthogonal Codes?

Used for eliminating unwanted signals in multi-channel synchronized communication. They allow for the selective reception of desired compressed signals and the filtering of noise.

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What is an m-Sequence?

A sequence of '1's and '0's generated by a linear feedback shift register (LFSR). m-sequences possess unique statistical properties and a specific structure, making them ideal for signal detection and ranging.

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DSSS (Direct Sequence Spread Spectrum)

A signal that uses a code sequence to spread the signal across a wider bandwidth. It is often used in wireless communication to combat interference and multipath fading.

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PN Sequence (Pseudo-Noise Sequence)

A sequence of bits (0s or 1s) that is repeated to create the spreading code for DSSS signaling.

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TSPS (Transmitted Spread Spectrum)

A specific type of DSSS modulation where the data bits are directly multiplied by the spreading code before transmission.

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Carrier Signal

A signal that carries information with a specific frequency and phase. The frequency of the carrier signal is much higher than the signal being transmitted.

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Code Period (Tb)

The time it takes for the spreading code to repeat itself. It is an important parameter in determining the bandwidth and performance of the DSSS signal.

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K (Spreading Factor)

The ratio of the code period to the chip rate. It represents the spreading factor of the DSSS signal.

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Efficiency of FDMA System

The total number of physical channels in a single cell in a given frequency band divided by the total bandwidth.

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S/I ratio in Hexagonal Cell

The ratio of signal power (S) to interference power (I) in a hexagonal cell, given as 3 times the number of physical channels.

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Minimal S/I Ratio

The minimum S/I ratio for a hexagonal cell, which is calculated as the square root of 3 times the number of physical channels.

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Efficiency Formula

A formula that relates the efficiency of an FDMA system to the total bandwidth, channel bandwidth, and the minimum S/I ratio. It's calculated as the total bandwidth divided by the channel bandwidth multiplied by the square root of the minimum S/I ratio divided by 6.

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Efficiency with Path Loss

The efficiency of an FDMA system with a path loss exponent of 4 is calculated as the total bandwidth divided by the channel bandwidth multiplied by the square root of 2 times the minimum S/I ratio divided by 3.

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Efficiency of TDMA

The efficiency of a TDMA system is similar to FDMA, but it considers the number of time multiplexed channels (k) within each frequency channel. The efficiency is calculated as the total bandwidth divided by the channel bandwidth multiplied by the number of time multiplexed channels.

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Mixed Time-Frequency Division Multiple Access

A combined system that uses both Frequency Division Multiple Access (FDMA) and Time Division Multiple Access (TDMA) to divide the available resources.

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FDMA/TDMA Efficiency Exercise

A specific application where the total bandwidth (Bv) is 12.5 MHz, divided into channels of 200 kHz and each channel further divided into 8 time slots. The minimum S/I ratio is required to be 18 dB.

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Study Notes

Code Sequence and Properties

  • Code sequence is a periodic sequence of logical 1s and 0s.
  • The sequence often follows a pseudo-random order.
  • Transitions between 0 and 1 are possible at specific time moments.
  • Time moments are defined by tᵢ = iTₜ, where Tₛ = nT₁, and n is a large value.
  • A logical "1" corresponds to U = 1.
  • A logical "0" corresponds to U = −1.
  • Rₖ = 1/Tₜ, represents the chip rate.

Linear Feedback Shift Register (LFSR)

  • An LFSR is a sequence generator using an n-column shift register.
  • The maximum (longest) sequence generated by an LFSR of n columns is 2ⁿ⁻¹.
  • The length of the binary maximum sequence is 2ⁿ⁻¹ clock periods.
  • The n-column register contains n stages (D₁ to Dₙ).
  • An equation to represent the data output is S(f) = U 2Tₜ sin²(πfT₁).

Properties of m-Sequences

  • The number of "1"s equals the number of "0"s plus 1.
  • Statistical distribution of "1"s and "0"s is well-defined.
  • Autocorrelation function is -1 for all shifts, but +1 for shifts of ±1 chip period (varies linearly within range −1...2ⁿ⁻¹).
  • Summing the sequence with a time displacement results in the same sequence with a time shift, that does not coincide with any other original sequence.

Code Autocorrelation and Cross-Correlation

  • Autocorrelation function Ψ(r) = ∫₀ f(t)f(t − r)dt
  • For binary bipolar sequences (P(t) = ±1) and code offsets (rᵢ = iTₜ).
  • Ψ(r) = Coincidences - Σ Discrepancies.
  • 7-chip code example provided.

m-Sequence Autocorrelation Function

  • Useful in determining signal propagation delay, suppressing inter-symbol interference.
  • Less useful for synchronization with long sequence periods.

m-Sequence Cross-Correlation Function

  • Cross-correlation function Ψ(r) = ∫₀ f(t)g(t − r)dt for binary bipolar sequences.
  • Ψ(r) = Σ Coincidences - Σ Discrepancies for code offsets rᵢ = iTₜ.
  • Example using 7-chip codes 1110100 and 1110010 is given.

Linear Summation of Codes

  • Adding m-sequences (with the same or differing phases) can produce maximal output in specific cases.
  • If the sequences have the same length but different phases , the result is a sequence similar to the input.
  • If lengths differ the results in non-maximal sequences.

Autocorrelation Function of Nonmaximal Code

  • Non-maximal codes are frequently used for distinguishing signals from the background of other signals.
  • Gold codes have low cross-correlation.
  • JPL codes are suitable for rapid synchronization.
  • Orthogonal codes eliminate unused signals in multiply compressed signals.

Insertion of Information into DSSS Signal

  • Modifying a code sequence with an information signal.
  • Used in BFSK, QPSK.
  • The process involves summing data and code sequence according to modulus 2.

DSSS Signal Modulator

  • Block diagram of the modulator is provided.
  • Components include data synchronization, coder, bipolar PN sequence generator, carrier generator, BPSK modulator

DSSS Signal Modulator - Multiple Sources

  • Block diagram for multiple data inputs.
  • Uses Orthogonal codes to effectively eliminate interference.
  • Uses spreading with Orthogonal codes to avoid interference and simplify synchronization.

Efficiency of FDMA System

  • Formulas to calculate the number of physical channels for a given bandwidth.
  • Ratios for hexagonal cell scenarios (S/I ratio).
  • Derives efficiency formulas.

Efficiency of FDMA and TDMA Systems

  • Formulas based on path loss exponent to evaluate efficiency.
  • Including the number of physical channels
  • Using the path loss exponent to determine the efficiency.

Exercise – FDMA/TDMA Efficiency

  • Example parameters for efficiency calculation (bandwidth, multiplexing, S/I).

CDMA System Efficiency

  • Formulas for signal-to-noise ratio (SNR) with multiple CDMA users.
  • Formulas to calculate the maximum number of active users based on Eb/No.
  • Calculations for single-user conditions and interference dominance.
  • Calculations for various noise and power conditions.

Exercise – CDMA System Efficiency

  • Calculation examples for maximum number of users under different conditions (interference, power levels).

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