GRANITE BROADCASTING CORP
SC 13G, 1998-02-06
TELEVISION BROADCASTING STATIONS
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<PAGE>
 
                                 UNITED STATES
                       SECURITIES AND EXCHANGE COMMISSION
                             Washington, D.C. 20549

                                  SCHEDULE 13G

                   Under the Securities Exchange Act of 1934

                           (Amendment No. ________)*

                       Granite Broadcasting Corporation
- -------------------------------------------------------------------------------
                               (Name of Issuer)

                           Common Stock (Nonvoting)
- -------------------------------------------------------------------------------
                         (Title of Class of Securities)

                                   387241102
                 ---------------------------------------------
                                (CUSIP Number)

*The remainder of this cover page shall be filled out for a reporting person's
initial filing on this form with respect to the subject class of securities, and
for any subsequent amendment containing information which would alter the
disclosures provided in a prior cover page.

The information required in the remainder of this cover page shall not be deemed
to be "filed" for the purpose of Section 18 of the Securities Exchange Act of
1934 ("Act") or otherwise subject to the liabilities of that section of the Act
but shall be subject to all other provisions of the Act (however, see the
Notes).

SEC 1745 (2/92)                Page 1 of 7 pages
<PAGE>
 
- -----------------------                                  ---------------------
  CUSIP NO.  387241102              13G                    PAGE 2 OF 7 PAGES
- -----------------------                                  ---------------------
 
- ------------------------------------------------------------------------------
      NAME OF REPORTING PERSON
 1    S.S. or I.R.S. IDENTIFICATION NO. OF ABOVE PERSON
                                                                                
      Wanger Asset Management, L.P. 36-3820584                                 
                          
- ------------------------------------------------------------------------------
      CHECK THE APPROPRIATE BOX IF A MEMBER OF A GROUP*
 2                                                              (a) [_]
      Not Applicable                                            (b) [_]
                                                 
- ------------------------------------------------------------------------------
      SEC USE ONLY
 3
 

- ------------------------------------------------------------------------------
      CITIZENSHIP OR PLACE OF ORGANIZATION
 4                                 
      Delaware

- ------------------------------------------------------------------------------
                          SOLE VOTING POWER
                     5                                                       
     NUMBER OF            None

      SHARES       -----------------------------------------------------------
                          SHARED VOTING POWER
   BENEFICIALLY      6       
                          470,000
     OWNED BY
                   -----------------------------------------------------------
       EACH               SOLE DISPOSITIVE POWER
                     7       
    REPORTING             None
 
      PERSON       -----------------------------------------------------------
                          SHARED DISPOSITIVE POWER
       WITH          8       
                          470,000
- ------------------------------------------------------------------------------
      AGGREGATE AMOUNT BENEFICIALLY OWNED BY EACH REPORTING PERSON
 9                           
      470,000

- ------------------------------------------------------------------------------
      CHECK BOX IF THE AGGREGATE AMOUNT IN ROW (9) EXCLUDES CERTAIN SHARES*
10           
      Not Applicable                                                [_]
 
- ------------------------------------------------------------------------------
      PERCENT OF CLASS REPRESENTED BY AMOUNT IN ROW (9)
11           
      5.48%                                                              

- ------------------------------------------------------------------------------
      TYPE OF REPORTING PERSON*
12           
      IA

- ------------------------------------------------------------------------------

                     *SEE INSTRUCTIONS BEFORE FILLING OUT!
<PAGE>
 
- -----------------------                                  ---------------------
  CUSIP NO.  387241102              13G                    PAGE 3 OF 7 PAGES
- -----------------------                                  ---------------------
 
- ------------------------------------------------------------------------------
      NAME OF REPORTING PERSON
 1    S.S. or I.R.S. IDENTIFICATION NO. OF ABOVE PERSON
                                                                                
      Wanger Asset Management, Ltd.
                          
- ------------------------------------------------------------------------------
      CHECK THE APPROPRIATE BOX IF A MEMBER OF A GROUP*
 2                                                              (a) [_]
      Not Applicable                                            (b) [_]
                                                 
- ------------------------------------------------------------------------------
      SEC USE ONLY
 3
 

- ------------------------------------------------------------------------------
      CITIZENSHIP OR PLACE OF ORGANIZATION
 4                                 
      Delaware

- ------------------------------------------------------------------------------
                          SOLE VOTING POWER
                     5                                                       
     NUMBER OF            None
                          
      SHARES       -----------------------------------------------------------
                          SHARED VOTING POWER
   BENEFICIALLY      6       
                          470,000
     OWNED BY
                   -----------------------------------------------------------
       EACH               SOLE DISPOSITIVE POWER
                     7       
    REPORTING             None
 
      PERSON       -----------------------------------------------------------
                          SHARED DISPOSITIVE POWER
       WITH          8       
                          470,000
- ------------------------------------------------------------------------------
      AGGREGATE AMOUNT BENEFICIALLY OWNED BY EACH REPORTING PERSON
 9                           
      470,000

- ------------------------------------------------------------------------------
      CHECK BOX IF THE AGGREGATE AMOUNT IN ROW (9) EXCLUDES CERTAIN SHARES*
10           
      Not Applicable                                                [_]
 
- ------------------------------------------------------------------------------
      PERCENT OF CLASS REPRESENTED BY AMOUNT IN ROW (9)
11           
      5.48%                                                              

- ------------------------------------------------------------------------------
      TYPE OF REPORTING PERSON*
12           
      CO

- ------------------------------------------------------------------------------

                     *SEE INSTRUCTIONS BEFORE FILLING OUT!
<PAGE>
 
Item 1(a)  Name of Issuer:

                    Granite Broadcasting Corporation

Item 1(b)  Address of Issuer's Principal Executive Offices:

                    767 Third Avenue
                    34th Floor
                    New York, New York  10017

Item 2(a)  Name of Person Filing:

                    Wanger Asset Management, L.P. ("WAM")
                    Wanger Asset Management Ltd., the general partner of WAM
                    ("WAM LTD.")


Item 2(b)  Address of Principal Business Office:

                    WAM and WAM LTD. are located at:
                    227 West Monroe Street, Suite 3000
                    Chicago, Illinois 60606

Item 2(c)  Citizenship:

                    WAM is a Delaware limited partnership.
                    WAM LTD. is a Delaware corporation.


Item 2(d)  Title of Class of Securities:

                    Common Stock (Nonvoting), par value $.01 per share

Item 2(e)  CUSIP Number:

                     387241102

Item 3     Type of Person:

                    (e)  WAM is an Investment Adviser registered under section
                    203 of the Investment Advisers Act of 1940; WAM LTD. is the
                    General Partner of the Investment Adviser.

                               Page 4 of 7 pages
<PAGE>
 
Item 4  Ownership (at December 31, 1997):

                    (a)  Amount owned "beneficially" within the meaning of rule
                         13d-3:

                         470,000 shares

                    (b)  Percent of class:

                         5.48%  (based on 8,582,091 shares outstanding)

                    (c)  Number of shares as to which such person has:

                            (i)  sole power to vote or to direct the vote: none
                           (ii)  shared power to vote or to direct the vote:
                                 470,000
                          (iii)  sole power to dispose or to direct the
                                 disposition of: none
                           (iv)  shared power to dispose or to direct
                                 disposition of:  470,000

Item 5  Ownership of Five Percent or Less of a Class:

                    Not Applicable

Item 6  Ownership of More than Five Percent on Behalf of Another Person:

                    The shares reported herein have been acquired on behalf of
                    discretionary clients of WAM.  Persons other than WAM and
                    WAM LTD. are entitled to receive all dividends from, and
                    proceeds from the sale of, those shares.

Item 7  Identification and Classification of the Subsidiary Which Acquired the
        Security Being Reported on by the Parent Holding Company:

                    Not Applicable

Item 8  Identification and Classification of Members of the Group:

                    Not Applicable

Item 9  Notice of Dissolution of Group:

                    Not Applicable

                               Page 5 of 7 pages
<PAGE>
 
Item 10  Certification:

              By signing below I certify that, to the best of my knowledge and
         belief, the securities referred to above were acquired in the ordinary
         course of business and were not acquired for the purpose of and do not
         have the effect of changing or influencing the control of the issuer of
         such securities and were not acquired in connection with or as a
         participant in any transaction having such purpose or effect.

                               Page 6 of 7 pages

<PAGE>
 
                                   Signature
                                   ---------

     After reasonable inquiry and to the best of my knowledge and belief, I
certify that the information set forth in this statement is true, complete and
correct.

Date:  February 6, 1998

               The undersigned corporation, on the date above written, agrees
               and consents to the joint filing on its behalf of this Schedule
               13G in connection with its beneficial ownership of the security
               reported herein.

                                 WANGER ASSET MANAGEMENT, LTD.
                                   for itself and as general partner of
                                   WANGER ASSET MANAGEMENT, L.P.

                                 By: /s/ Bruce H. Lauer
                                     --------------------
                                         Bruce H. Lauer
                                         Vice President

                               Page 7 of 7 pages

 


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