Method and apparatus for determining transmit power levels for data transmission and reception

• US 5,844,940 A
• Filed: 06/30/1995
• Issued: 12/01/1998
• Est. Priority Date: 06/30/1995
• Status: Expired due to Term

• Current Assignee: ARRIS Enterprises LLC (CommScope Holding Company, Inc.)
• Original Assignee: Motorola, Inc. (Motorola Solutions, Inc.)
• Inventors: Goodson, Richard L., Hunt, Gary D., Rushing, Mickey C.
• Primary Examiner(s): Chin, Stephen
• Assistant Examiner(s): Kim, Kevin
• Application Number:
  US08/496,988
• Time in Patent Office: 1,250 Days
• Field of Search: 375/222, 375/227, 375/223, 375/224, 370/13, 370/15, 370/17, 379/27.6, 379/30, 455/67.1, 455/67.4
• US Class Current: 375/222
• CPC Class Codes: H04W 52/367 Power values between minimum and maximum limits, e.g. dynamic range

Abstract

An apparatus and method for a data communications device such as a modem (100, 101) to determine transmit power levels for data transmission and reception, from a received probe signal. The various embodiments utilizing a processor (108) or a digital signal processor (106) receive a probe signal, transmitted at two different power levels, which also typically contains noise and other distortions. The various method and apparatus embodiments then determine average signal levels (501), average noise levels (503), and a set of signal to distortion ratios corresponding to combinations of symbol rates and carrier frequencies. Parameters such as the receive signal power (509), the harmonic content (507), the proportional noise (511), and a signal to distortion ratio threshold (513) are utilized to determine a transmit power level (515).

Claims

1. A method of determining a power level for data transmission and reception, from a transmitted probe signal received via a channel, the transmitted probe signal having a sequence of a plurality of tones having predetermined frequency, amplitude and phase characteristics, the transmitted probe signal having a first power level and a second power level, the transmitted probe signal received for a minimum duration for each of the first and second power levels to form a received probe signal having a plurality of sets of received probe tones, each set of received probe tones having a plurality of probe tone frequencies, the method comprising:

(a) determining an average probe signal level for each probe tone frequency of the received probe signal for the first power level, to form a first set of probe signal average power levels, and for the second power level, to form a second set of probe signal average power levels;

(b) determining an average noise level for a plurality of noise frequencies for the first power level, to form a first set of average noise levels, and for the second power level, to form a second set of average noise levels;

(c) determining a harmonic content parameter of the received probe signal, for the first power level and for the second power level;

(d) determining a receive signal power parameter from the second set of probe signal average power levels;

(e) determining a plurality of signal to distortion ratios, each of the plurality of signal to distortion ratios corresponding to a symbol rate and carrier frequency combination from a plurality of combinations of symbol rates and carrier frequencies, to form a set of signal to distortion ratios;

(f) determining a proportional noise parameter from the set of signal to distortion ratios;

(g) determining a signal to distortion threshold parameter, from the set of signal to distortion ratios; and

(h) determining a transmit power level from the signal to distortion threshold parameter, the harmonic content parameter, the receive signal power parameter, and the proportional noise parameter.

2. The method of claim 1, wherein the determining a transmit power level step (h) further comprises:

(h1) determining a power decrease factor from the maximum of the harmonic content parameter, the signal to distortion threshold parameter, and the proportional noise parameter; and

(h2) determining the transmit power level from the minimum of the receive signal power parameter and the power decrease factor.

3. The method of claim 1, wherein the determining an average probe signal level step (a) further comprises:

(a1) sampling a first set of received probe tones at the first power level to form a first set of sampled tones;

(a2) sampling a second set of received probe tones at the second power level to form a second set of sampled tones;

(a3) performing a sequence of Fourier transformations of the first set of sampled tones to form a plurality of sets of sequential Fourier transforms corresponding to each probe tone frequency and averaging a plurality of magnitudes of the sequential Fourier transforms corresponding to each probe tone frequency to form the first set of probe signal average power levels;

(a4) performing a sequence of Fourier transformations of the second set of sampled tones to form a plurality of sets of sequential Fourier transforms corresponding to each probe tone frequency and averaging a plurality of magnitudes of the sequential Fourier transforms corresponding to each probe tone frequency to form the second set of probe signal average power levels.

4. The method of claim 1, wherein the determining an average noise level for a plurality of noise frequencies step (b) further comprises:

determining a set of a plurality of corresponding noise frequencies, each of the plurality of corresponding noise frequencies having a predetermined frequency difference from a probe tone frequency of the plurality of tones of the received probe signal; and

determining each of the first and second sets of average noise levels from an average of a plurality of samples of noise levels from the set of a plurality of corresponding noise frequencies.

5. The method of claim 4, wherein step (e) further comprises determining the plurality of signal to distortion ratios from:

##EQU17## in which S(f) is a power spectral density of the received probe signal, N(f) is a power spectral density of the set of a plurality of corresponding noise frequencies, and in which f_sym is a symbol rate and f_c is a carrier frequency corresponding to a symbol rate and carrier frequency combination from a plurality of combinations of symbol rates and carrier frequencies.

6. The method of claim 4, wherein step (e) further comprises determining the plurality of signal to distortion ratios from:

##EQU18## in which S(f) is a power spectral density of the received probe signal, N(f) is a power spectral density of the set of a plurality of corresponding noise frequencies, f_sym is a symbol rate and f_c is a carrier frequency corresponding to a symbol rate and carrier frequency combination from a plurality of combinations of symbol rates and carrier frequencies, f_i is a frequency of an i^th tone of the received probe signal, Σ

is a summation over values "i" such that ##EQU19## NumTones is a number of tones of the probe signal plus a number of corresponding noise frequencies included in the summation, "TB_n " is a correction factor for a noise power spectrum, B_n is a noise bandwidth parameter, and "B_p /f_sym " is a correction factor for a received probe signal power spectrum.

7. The method of claim 4, wherein the determining an average noise level step (b) further comprises:

(b1) sampling a first set of noise received together with the received probe signal having the first power level to form a first set of sampled noise;

(b2) sampling a second set of noise received together with the received probe signal having the second power level to form a second set of sampled noise;

(b3) performing a sequence of Fourier transformations of the first set of sampled noise to form a plurality of sets of sequential Fourier transforms for each corresponding noise frequency of the set of the plurality of corresponding noise frequencies and averaging a plurality of magnitudes of the sequential Fourier transforms for each corresponding noise frequency to form the first set of average noise levels;

(b4) performing a sequence of Fourier transformations of the second set of sampled noise to form a plurality of sets of sequential Fourier transforms for each corresponding noise frequency of the set of the plurality of corresponding noise frequencies and averaging a plurality of magnitudes of the sequential Fourier transforms for each corresponding noise frequency to form the second set of average noise levels.

8. The method of claim 1, wherein the determining the harmonic content parameter step (c) further comprises:

(c1) determining a magnitude of an amplitude of a harmonic tone frequency of the received probe signal, the harmonic tone frequency being an integer multiple of a probe tone frequency of the transmitted probe signal and further being a tone frequency omitted from the transmitted probe signal, for the first power level of the received probe signal, to form a first magnitude;

(c2) determining a magnitude of an amplitude of the harmonic tone frequency of the received probe signal, for the second power level of the received probe signal, to form a second magnitude; and

(c3) forming a ratio of the first magnitude to the second magnitude.

9. The method of claim 1, wherein the determining the receive signal power parameter step (d) further comprises summing of squares of each of the average probe signal levels of the second set of probe signal average power levels and determining a noise threshold level.

10. The method of claim 1, wherein the determining the proportional noise parameter step (f) further comprises:

(f1) determining a first set of signal to distortion ratios corresponding to the first power level of the received probe signal;

(f2) determining a second set of signal to distortion ratios corresponding to the second power level of the received probe signal;

(f3) selecting a signal to distortion ratio from the first set of signal to distortion ratios corresponding to a symbol rate and carrier frequency combination to form a first SDR;

(f4) selecting a signal to distortion ratio from the second set of signal to distortion ratios corresponding to the symbol rate and carrier frequency combination to form a second SDR; and

(f5) forming a ratio of the first SDR to the second SDR.

11. A modem for data transmission and reception, the modem having an initial training period for determining a transmit power level from a transmitted probe signal received via a channel, the transmitted probe signal having a sequence of a plurality of tones having predetermined frequency, amplitude and phase characteristics, the transmitted probe signal having a first power level and a second power level, the transmitted probe signal received for a minimum duration for each of the first and second power levels to form a plurality of sets of transmitted tones, the modem comprising:

a data access arrangement coupleable to the channel to receive the transmitted probe signal, to form a received probe signal;

an analog-digital converter coupled to the data access arrangement to sample and convert the received probe signal to form a plurality of sets of received probe tones; and

a processor coupled to the analog-digital converter to receive the plurality of sets of received probe tones, the processor responsive to determine an average probe signal level for each tone frequency of the plurality of sets of received probe tones for the first power level, to form a first set of probe signal average power levels, and for the second power level, to form a second set of probe signal average power levels, and to determine an average noise level for a plurality of noise frequencies for the first power level, to form a first set of average noise levels, and for the second power level, to form a second set of average noise levels;

the processor further responsive to determine a harmonic content parameter of the plurality of sets of received probe tones, for the first power level and for the second power level and to determine a receive signal power parameter from the second set of probe signal average power levels;

the processor further responsive to determine a plurality of signal to distortion ratios, each of the plurality of signal to distortion ratios corresponding to a symbol rate and carrier frequency combination from a plurality of combinations of symbol rates and carrier frequencies, to form a set of signal to distortion ratios, and to determine a proportional noise parameter and a signal to distortion threshold parameter from the set of signal to distortion ratios; and

the processor further responsive to determine a transmit power level from the signal to distortion threshold parameter, the harmonic content parameter, the receive signal power parameter, and the proportional noise parameter.

12. The modem of claim 11, wherein the processor is further responsive to determine a power decrease factor from the maximum of the harmonic content parameter, the signal to distortion threshold parameter, and the proportional noise parameter;

and determine the transmit power level from the minimum of the receive signal power parameter and the power decrease factor.

13. The modem of claim 11, wherein:

the analog-digital converter samples a first set of received probe tones having the first power level to form a first set of sampled tones, and samples a second set of received probe tones having the second power level to form a second set of sampled tones; and

the processor is further responsive to perform a sequence of Fourier transformations of the first set of sampled tones to form a plurality of sets of sequential Fourier transforms corresponding to each probe tone frequency and averaging a plurality of magnitudes of the sequential Fourier transforms corresponding to each frequency to form the first set of probe signal average power levels, and to perform a sequence of Fourier transformations of the second set of sampled tones to form a plurality of sets of sequential Fourier transforms corresponding to each probe tone frequency and averaging a plurality of magnitudes of the sequential Fourier transforms corresponding to each frequency to form the second set of second probe signal average power levels.

14. The modem of claim 11, wherein the processor is further responsive to determine a set of a plurality of-corresponding noise frequencies, each of the plurality of corresponding noise frequencies having a predetermined frequency difference from a probe tone frequency of the plurality of tones of the received probe signal;

and to determine each of the first and second sets of average noise levels from an average of a plurality of samples of noise levels from each of the plurality of corresponding noise frequencies.

15. The modem of claim 14, wherein the processor is further responsive to determine the plurality of signal to distortion ratios from:

##EQU20## in which S(f) is a power spectral density of the received probe signal, N(f) is a power spectral density of the set of corresponding noise frequencies, and in which f_sym is a symbol rate and f_c is a carrier frequency corresponding to a symbol rate and carrier frequency combination from the plurality of combinations of symbol rates and carrier frequencies.

16. The modem of claim 14, wherein the processor is further responsive to determine the plurality of signal to distortion ratios from:

##EQU21## in which S(f) is a power spectral density of the received probe signal, N(f) is a power spectral density of the set of a plurality of corresponding noise frequencies, f_sym is a symbol rate and f_c is a carrier frequency corresponding to a symbol rate and carrier frequency combination from a plurality of combinations of symbol rates and carrier frequencies, f_i is the frequency of the i^th tone of the probe signal, Σ

is a summation over values "i" such that ##EQU22## NumTones is a number of tones of the probe signal plus a number of corresponding noise frequencies included in the summation, "TB_n " is a correction factor for a noise power spectrum, B_n is a noise bandwidth parameter, and "B_p /f_sym " is a correction factor for a received probe signal power spectrum.

17. The modem of claim 14, wherein:

the analog-digital converter samples a first set of noise received together with the received probe signal having the first power level to form a first set of sampled noise, and samples a second set of noise received together with the received probe signal having the second power level to form a second set of sampled noise; and

the processor is further responsive to perform a sequence of Fourier transformations of the first set of sampled noise to form a plurality of sets of sequential Fourier transforms for each corresponding noise frequency of the set of the plurality of corresponding noise frequencies and averaging a plurality of magnitudes of the sequential Fourier transforms for each corresponding noise frequency to form the first set of average noise levels, and to perform a sequence of Fourier transformations of the second set of sampled noise to form a plurality of sets of sequential Fourier transforms for each corresponding noise frequency of the set of the plurality of corresponding noise frequencies and averaging a plurality of magnitudes of the sequential Fourier transforms for each corresponding noise frequency to form the second set of average noise levels.

18. The modem of claim 11, wherein the processor is further responsive to determine a magnitude of an amplitude of a harmonic tone frequency of the received probe signal, the harmonic tone frequency being an integer multiple of a probe tone frequency of the transmitted probe signal and further being a tone frequency omitted from the transmitted probe signal, for the first power level of the received probe signal, to form a first magnitude;

to determine a magnitude of an amplitude of the harmonic tone frequency of the received probe signal, for the second power level of the received probe signal, to form a second magnitude; and

to form a ratio of the first magnitude to the second magnitude to form the harmonic content parameter.

19. The modem of claim 11, wherein the processor is further responsive to determine the receive signal power parameter from a sum of squares of the average probe signal levels of the second set of probe signal average power levels and from a noise threshold level.

20. The modem of claim 11, wherein the processor is further responsive to determine a first set of signal to distortion ratios corresponding to the first power level of the received probe signal, and to determining a second set of signal to distortion ratios corresponding to the second power level of the received probe signal;

to select a signal to distortion ratio from the first set of signal to distortion ratios corresponding to a symbol rate and carrier frequency combination to form a first SDR, and to select a signal to distortion ratio from the second set of signal to distortion ratios corresponding to the symbol rate and carrier frequency combination to form a second SDR; and

to form a ratio of the first SDR to the second SDR to determine the proportional noise parameter.