CA1277769C - Cellular automaton for generating random data - Google Patents

Cellular automaton for generating random data

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Publication number
CA1277769C
CA1277769C CA000550199A CA550199A CA1277769C CA 1277769 C CA1277769 C CA 1277769C CA 000550199 A CA000550199 A CA 000550199A CA 550199 A CA550199 A CA 550199A CA 1277769 C CA1277769 C CA 1277769C
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Prior art keywords
cell
data bit
storage unit
data
automaton
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Expired - Fee Related
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CA000550199A
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French (fr)
Inventor
Robert Mcleod
Peter Hortensius
Howard Card
Werner Pries
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University of Manitoba
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University of Manitoba
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/22Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing
    • G06F11/26Functional testing
    • G06F11/27Built-in tests

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  • Engineering & Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Logic Circuits (AREA)

Abstract

ABSTRACT OF THE DISCLOSURE
A cellular automaton which generates pseudorandom data comprises a series of cells arranged such that each cell receives signals from electrically adjacent first and second cells. Each cell comprises a D-type flip-flop for storing a data bit, and logic circuitry which couples the flip-flop of the cell to those of associated first and and second adjacent cells. The logic circuitry responds to the current state of the data bits stored by a particular cell and its associated first and second electrically adjacent cells by changing the value of the data bit stored by the particular cell according to the following relationship:
a(t+1)=afirst(t) XOR [a(t) OR asecond(t)]
where, a(t) represents the current state of the data bit stored by the particular cell, a(t+1) represents the next state of the data bit stored by the particular cell, afirst(t) represents the current state of the data bit stored by the first electrically adjacent cell, and asecond (t) represents the current state of the data bit stored by the second electrically adjacent cell

Description

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FJEI,D OF THE INVENTION
The invention relates to cellular automata which are capable of generating random data.
~ACKGROU~D OF THE INVE~TION
The invention has specific, though by no means exclusive, application to digital circuits with built-in self-testing mechanisms, particularly those configured in modular form and appropriate, for example, for use in microprocessor-based systems employing buses for data and address transfer.
Such digital circuits may be functional modules such as read-only memories (ROM's), random access memories (RAM's), arithmetic logic units (ALU's), or inputtoutput (ItO) devices. Clocked latches would norrnally be used to interface such modules with data buxes for data transfer.
Por purposes of self-testing, the latches might be replaced with built-in logic block observers (BILBO's), one such BILBO being associated with the input terminals of the modules principal circuit, and the other, with the output terminals. The BILBO's function not only as conventional data latches for purposes of norrnal module operation, but have modes of operation in which one BILBO serves as a pseudorandom data generato¢, applying various digital test pattems to the input terrninals of the principal circuit associated with the module, and in which the other BILBO serves as a signature analyzer which compresses the output data produced by the circuit under test into a unique set of data bits or signature. The resulting signature can be compared with a predetermined expected signature to determine whether the circuit under test is function properly.
BILBO's have typically been shift registers with feedback .

logic gates coupling the output terminals of higher order flip-flops to a multiplexor associated with the input terminal of the lowest order flip-flop.
With appropriate signalgating circuitry, and upon application of appropriate control signals to such circuitry, as, for exarnple, to disable the feedback gates, 5 the shift register can function in four distinct modes: as a conventional datalatch; as a conventional linear shift register; as a pseudorandom data generator;
and as a signature analyzer. As a pseudorandom data generator, the contents of the shift register runs through a pseudorandom sequence with a predetermined maximum period dependent on the number of flip-flops 10 involved and the characteristic polynomial created by the associated feedback gates.
A principal problem associated with using linear feedback shift registers in such applications relates to the need to tap the output terminals of selected flip-flops in the shift register and to feed their state values through15 appropriate logic gates to a multiplexor associated with the lowest order bitAn immediate concern in selecting appropriate feedback taps is that their configuration is not independent of the length of the register for maxirnum length polynomial division, Another potential problem relates to finding an appropriate circuit topology which can accommodate the required feedback 20 from higher order flip-flops to the input multiplexor, particularly as the shift register is made large ~IMARY OF THE I~VEN~
In one aspect, the invention provides a cellular automaton which generates pseudorandom data The automaton comprises a series of 25 cells arranged such that each cell receives signals from f~rst and second electrically adjacent cells Each particular cell has a storage unit for electrically storing a data bit having two distinct states, and logic circuitry for coupling :

, .

~ 277769 the storage unit of the particular cell to the storage unit of the associated first electrically adjacent cell and to the storage unit of the associated second electrically adjacent cell. The logic circuit~y changes the value of the data bit stored by the particular cell according to the following relationship a(hl)=afirst(t) XOR [a(t) OR asecond(t)]
where, a(t) represents the current state of the data bit stored by the particular cell, a(t+l) represents the next state of the data bit stored by the particular cell, af~rst(t) represents the current state of the data bit stored by the first electrically adjacent cell, and asecOnd (t) represents the current state of the data bit stored by the second electrically adjacent cell.
A principal advantage of such autornata is that the succeeding state of each cell is dependent only on the current state of the two electrically adjacent cells The need to tap certain higher order bi~s and to feed state values back to a multiplexor, as has been characteristic of prior random data generators incorporating linear feedback shift registers, has accordingly been eliminated Basically, what has been provided is a unique cell design for construction of such cellular automata, which permits an automaton of any desired bit size to be constructed by effectively juxtaposing the required number of cells Other aspects and advantages associated with the present invention will be apparent from a description of a preferred embodiment below and will be more specifically defined in the appended claims DESCRlPTlON OF THE DR~WIN~
The invention will be better understood with reference to drawings in which:
fig 1 schematically illustrates a eight automaton embodying the invention;

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fig. 2 schematically illustrates a typical application for the cellular automaton of fig. 1.
~ON OF A PR~FERRED EMBODIMENT
Reference is made to fig. 1 which illustrates an eight-cell autornaton embodying the invention. The cells of the automaton have been designated with reference numeral 1-8 inclusive. The cells 1-8 are arranged in a series such that each of the cells 2~ intermediate of end cells 1 and 8 is associated with first and second electrically adjacent cells. Each cell has two "electrically adjacent" cells in the sense that each cell receives cell state signals only from such cells. Terminals Al and Bl associated with the end cells 1, 8 are preferably electrically connected and also terminals A2 and B2 associated with the end cells 1, 8 such that the cells 1-8 constitute a ring structure in which the cell 1 is associated with two electrically adjacent cells, namely, cells 2 and 8, and in which the cell 8 is associated with two electrically adjacent cells, namely, cells 1 and 7. Accordingly, each cell of the automaton may be seen to bear a sirnilar relationship with two electrically adjacent cells.
Certain signal gating and control circuitry associated with each of the cells 1-8 responds to control signals applied to two control lines Cl, C2and to the logic states of data signals applied to eight data input terminal Tl-T8. This arrangement pe~rnits the automaton to operate in four distinct operating modes: as a linear shift register, æ a conventional data latch for storing data received at the eight input terminals, as a pseudorandom data generator, or as a signature analyzer which compresses data received at the eight data input terminals Tl-T8 into a unique eight bit signature.
For purposes of understanding cell operation, the operations inherent in the cell 3 will be discussed below. Since the cells have identical 1~7776`~

configurations, common components of the various cells 1-8 have been indicated with common alphabetic designators followed by the appropriate cell number or the cell number and a second identifying numeral. It should be understood that the description provided regarding the configuration and S internal operations of the cell 3 is equally applicable to the other cells.
The cell 3 comprises a ~type flip-flop FP3 which stores a single data bit having two distinct logic states. The current state of the data bit can be detected electrically at the output terminal associated with the flip-flop FF3. As is well known, a ~type flip-flop is characterized in that the next 10 state of the flip-flop in response to a clock signal corresponds directly to the current state of the input signal applied to its input terrninal. The cell structure can, however, be implemented with other types of flip-flops or storage units.
The cell 3 has logic circuitry which generates a logic signal in response to the current state of thc flip-flop FF3 and the current states of the15 flip-flops FP2, PP4 of the electrically adjacent cells 2, 4. This logic circuitry comprises an OR gate OR31 and an EXCLUSIVE OR gate XOR31. The gate OR31 has an input terminal connected to output terrninal of the flip-flop FF2 and another input terminal connected to output terminal of the flip-flop FF3.
The gate XOR31 has one input terminal which receives the signal generated 20 by the gate OR31 and has another input terminal which is coupled to output terminal of the flip-flop FF4 to detect the current state of its data bi~
Accordingly, the logic circuitry produces an output signal as follows:
a4 (t) XOR [a3 (t) OR a2 (t)]
where, a2 (t), a3 (t) and a4 (t) represent the current states of the fli~flops 25 F~2, FF3, and FF4, respectively, at the time step number t of circuit operation. This logic signal is applied to the input terminal of the flip-flop FF3 when the automaton is operated as a pseudorandom data generator.

1;;~777S9 The cell 3 has signal gating circuitry which deterrnines what signal is actually applied to input terminal of the associated fli~flop FF3.
This gating circuitry applies particular signals in response to the logic levels of control lines Cl, C2 and the logic levels of the input terrninals Tl-T8, The 5 signal gating circuitry includes a multiplexer M3 which receives the logic signal generated by the gate OR31 and the gate XOR31 and the state signal of adjacent cell 2. The multiplexer M3 is controlled by the control line Cl, and provides at its output terminal the logic signal if the control line Cl is at a logic one, and the current state signal of the adjacent cell 2 if the control line 10 Cl is at a logic zero, The signal gating circuitry also includes an AND gate AND3, an OR gate OR32, and an EXCLUSIVE OR gate XOR32. The gate AND3 has one input terminal coupled to control line Cl and another input terminal coupled to the data input tçnninal T3 to receive data bits applied thereto, The gate OR32 has one input terminal coupled to control line C2 and 15 another to the output terminal of the multiplexer M3. The output signals generated by the gate OR32 and the gate AND 3 are received by the gate XOR
32, The output terminal of XOR32 is coupled directly to input terminal associated with fli~flop FF3.
The operation of the cell 3 which is typical is best understood 20 by considering various operating states for the control lines Cl, C2.
If the control lines Cl, C2 are both at logic zero values, the cells 1-8 of the automaton are configured to operate as a simple shift register.In the cell 3, for exarnple, the output t~}ninal of the gate AND3 is fL1~ed at alogic zero, In response to the logic zero value of the control line Cl, ~}e 25 multiplexer M3 simply passes the state value of the fli~flop FF2 of the adjacent cell 2, Since each of the gates OR32 and XOR32 has one of its terminals fixed at a logic zero, each simply passes the current logic state of the 1~777~3 preceding flip-flop FF2, which is applied to the input terminal of the fli~flop FF3. Accordingly, upon application of a clock pulse to the fli~flops of the various cells, the fli~flop FF3 assumes the logic state of the adjacent flip-flop FF2 Accordingly, in this mode of operation, data bits are simply S transmitted serially between the flip-flops 1-8 of the various cells.
When the control lines Cl and C2 are both set to logic high values, the automaton is configured to operate as a conventional data latch.
With respect to the cell 3, it will be noted that the gate AND3 has one input terminal at the logic one associated with the control line Cl and consequently 10 passes the data bit received at the data input terminal T3. Since the gate OR32 has one tenninal fixed at a logic one, its output terminal is fixed at a logic one value and no data from the multiplexer M3 is passed by the gate OR32.
Since one input terminal of the gatc XOR32 is at a logic one, it acts as an inverter, inverting the state value of the data bit received at the input terminal 15 T3. With the next system clock pulse, that inverted value of the data bit is recorded in the cell 3.
If the control terminal Cl is set to a logic one and the control terminal C2 to a logic zero, and an eight-bit data signal is applied to the input terminals Tl-T8, the automaton operates as a signature analyur. In the cell 3, 20 for example, because the control line Cl is set at a logic one state, the multiplexer M3 pasæs the logic signal generated by the gate XOR31. The logic signal is in turn simply passed by the gate OR32, which has one input terminal fixed at the logic zero value associated with the control line C2. The gate AND3, which has one input terminal fixed at the logic one value 25 associated with the control line Cl, sirnply passes the data bit received at the data input terminal T3. Accordingly, gate XOR32 produces and applies to '~

7~3 the input terminal of the flip-flop FF3 a signal which corresponds to the binary addition of the received data bit and the }ogic signal generated at the output terminal of the gate XOR31 in response to the current states of the flip-flop PP3 and its associated adjacent flip-flops 2, 4. Accordingly, after a 5 predetermined number of clock pulses, data bits which have been applied to the input terminals Tl-T8 during the clock pulses are compressed into a unique 8-bit signature which is stored in the cells 1-8.
If the control tenninal Cl is set to a logic one and the control terminal C2 to a logical zero, as in the signature analyzing mode described 10 above, and the input terminals Tl-T8 are maintained at constant logic values,the automaton functions as a random data generator. It will be assumed that the logic states of each of the input terminals Tl-T8is maintained at a logic zero. With respect to the cell 3, the principal difference in cell operation from signal analyzer operation is tbat the gate XOR 32 simply passes whatever 15 signal is otherwise transmitted by the multiplexer M3 and the gate OR32. In such circumstances, the gate OR31 and the gate XOR31 associated with the cell 3 effectively apply the logic signal derived from the current states of thefli~flop PF3 and adjacent fli~flops 2, 4 to the input tenninal of the flip-flop FP3, and the current value of tbe logic signal is adopted by the flip-flop PF3 20 at the next clock pulse. With repeated clocking of the cells 1-8, a series ofpseudorandom numbers is generated at the output tenninals of the associated flip-flops 1-8.
Several advantages of the automaton over prior devices incorporating shift registers wi~h feedback logic gates should be noted. First, 25 cornmunication is local, being restricted to a particular cell and its irnmediately adjacent cells. The basic cell structure consequently constitutes a building block which can be used to immediately design an automaton of any desired ~.~77769 cell size without the need to determine where feedback taps rnight be required.
Second, because feedback taps characteristic of prior shift register based BILBO's is not required, routing of conductors and components is markedly simplified, especially in respect of devices having a large number of cells.
Another aspect of the configuration of the automaton should be noted. It is not critical for purposes of generating pseudorandom data that the terminals Al and B 1 be connected and that the terrninal A2 and B2 be connected. If the terrninals Al, Bl are maintained at constant logic values, and the control and input signals applied to the automaton are appropriately setfor random data generation, it is fully expected that the automaton will generate useful random dat~ sequences, although a complete ring configuration is preferred for such purposes. Such end conditions are expected to have less impact on random data generation as the number of cells in an automaton embodying the invention is increased.
Reference is made to fig. 2 which illustrates a typical application for the automaton. In fig. 2 a circuit module 10 is shown connected to a data bus 12. The module 10 may be seen to comprise a circuit 14 which may be a RAM, ROM, ALU or other digital device and to comprise two cellular automata 16, 18 substantially identical to the automaton illustrated in fig. 1. In normal operation, the automaton 16 may serve as a latch for input of digital data from the bus 12 to the circuit 14, while the automaton 18 serves as an output latch for transfer of digital data to the bus 12. In self-testing of the circuit 14, the automaton 16 may be conditioned with appropriate control signals, as described above, to function as a random data generator, applying a stream of random binary numbers to the input terminals associated with the circuit 14. The automaton 18 may be simultaneously conditioned to operate as a signature analyzer, compressing the digital signals 12777~

produced by the circuit 14 in response to the random binary data into an 8-bit signature. The signature can then be transmitted to a processor for companson with a stored expected signature and for determination of circuit faults. The overall configuration of the self-testing module 10 of fig. 2 is S standard, and the general operation of the automata 10, 12 in such applications will be understood by persons skilled in the art.
Although the automaton has been described herein largely in the context of self-testing circuits, an important area of application, it should benoted that the one of the more significant aspects of the automaton is its ability 10 to generate random numbers. In thatregard, the cells of the automaton might be stripped of much of their signal gating circuitry so that the automaton functions solely as a random data generator. So adapted, the automaton is expected to provide a high-speed alt~native to software-based random number generating routines, It will be appreciated that a particular embodiment of the invention has been described in a specific context to illustrate the principles inherent in the invention. Accordingly, the specific teachings herein should not be regarded as necessarily limiting the spirit of the invention or the scopeof the appended claims.

Claims (8)

1. A cellular automaton which generates pseudorandom data, comprising:
a series of cells arranged such that each cell receives signals from first and second electrically adjacent cells;
each particular cell in the series of cells having (a) a storage unit for electrically storing a data bit having two distinct states, the storage unit having an output terminal where the current state of the data bit can be electrically detected;
(b) logic circuitry coupling the storage unit of the particular cell to the storage unit of the associated first electrically adjacent cell and to the storage unit of the second electrically adjacent cell, the logic circuitry responding to the current state of the data bit storcd by the particular cell and the data bits stored by the associated first and second associated cells by changing the value of the data bit stored by the particular cell according to the following relationship a(t+1) = afirst (t) XOR [a(t) OR asecond (t)]
where, a(t) represents the current state of the data bit stored by the particular cell, a(t+1) represents the next state of the data bit stored by the particular cell, afirst(t) represents the current state of the data bit stored by the first electrically adjacent cell, and asecond (t) represents the current state of the data bit stored by the second electrically adjacent cell.
2. A cellular automaton as claimed in claim 1 in which the storage unit associated with each of the series of cells comprises an input terminal forreceiving a input signal having two distinct states, the storage unit changing the state of the stored data bit to conform to the current state of the input signal when a predetermined clock signal is applied to the storage unit.
3. A cellular automaton as claimed in claim 2 in which the logic circuitry associated with each particular cell receives the output signal produced by the storage unit of the particular cell and the output signals produced by the storage units of the associated first and second electrically adjacent cells andapplies to the input terminal of the storage unit associated with the particularcell a signal having the value afirst (t) XOR [a(t) OR asecond (t)].
4 A cellular automaton as claimed in claim 3 which can be selectively switched between a mode of operation in which the automaton produces the pseudorandom data and a mode of operation in which the automaton functions as a shift register, each of the series of cells comprising:controllable signal gating means for receiving at least the signal generated by the associated logic circuitry and the output signal produced by the storage unit of the associated first electrically adjacent cell and for selectively applying to the input terminal of the storage unit associated with the particular cell the signal generated by the logic circuitry associated with the particular cell or the output signal generated by the associated serially preceding cell
5. A cellular automaton as claimed in claim 3 which can be selectively switched between a mode of operation in which the automaton produces the pseudorandom data and a mode of operation in which the automaton functions as a signal signature analyzer for a binary signal, each of the cells comprising:
a data input terminal for receiving individual bits of the binary signal;
exclusive OR means for generating a signal corresponding to the exclusive OR of the received data bits and the signal generated by the logic circuitry associated with the cell;
controllable signal gating means for selectively applying to the input terminal of the storage means associated with the cell the signal generated by the associated logic circuitry or the exclusive OR signal generated by the associated exclusive OR means.
6. A cellular automaton as claimed in claim 3 which can be selectively switched between a mode of operation in which the automaton produces the pseudorandom data and a mode of operation in which the automaton functions as a digital latch for storing a multiplicity of data bits, each of the cells comprising:
a data input terminal for receiving one of the data bits;
controllable signal gating means coupled to the data input terminal, to the associated logic circuitry and to the associated storage unit for selectively applying to the input terminal of the associated storage unit a signal corresponding to the one of the data bits and the signal generated by the associated logic circuitry
7 A cellular automaton which generates pseudorandom data, comprising:
a series of cells in a ring arrangement such that each cell receives signals from first and second electrically adjacent cells;
each particular cell in the series of cells having (a) a storage unit for electrically storing a data bit having two distinct states, the storage unit having an output terminal where the current state of the data bit can be electrically detected;
(b) logic circuitry coupling the storage unit of the particular cell to the storage unit of the associated first electrically adjacent cell and to the storage unit of the second electrically adjacent cell, the logic circuitry responding to the current state of the data bit stored by the particular cell and the data bits stored by the associated first and second associated cells by changing the value of the data bit stored by the particular cell according to the following relationship a(t+1)=afirst(t) XOR [a(t) OR asecond(t)]
where, a(t) represents the current state of the data bit stored by the particular cell, a(t+1) represents the next state of the data bit stored by the particular cell, afirst(t) represents the current state of the data bit stored by the first electrically adjacent cell, and asecond (t) represents the current state of the data bit stored by the second electrically adjacent cell.
8. An automaton cell cooperating with identical cells to produce a pseudorandom data generating automaton, comprising:
a storage unit for electrically storing a data bit having two distinct states, the storage unit having an output terminal where the current state of the data bit can be electrically detected;
logic circuitry for coupling the storage unit of the automaton cell to the storage unit of a first electrically adjacent identical cell and to the storage unit of a second electrically adjacent identical cell, the logic circuitry changing the value of the data bit stored by the automaton cell according to thefollowing relationship a(t+1) = afirst (t) XOR [a(t) OR asecond (t)]
where, a(t) represents the current state of the data bit stored by the automatoncell, a(t+1) represents the next state of the data bit stored by the automaton cell, afirst(t) represents the current state of the data bit stored by the firstelectrically adjacent identical cell, and asecond (t) represents the current state of the data bit stored by the second electrically identical cell.
CA000550199A 1987-10-26 1987-10-26 Cellular automaton for generating random data Expired - Fee Related CA1277769C (en)

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