diff --git a/daphne/access.py b/daphne/access.py
index e18138a..7e730ca 100644
--- a/daphne/access.py
+++ b/daphne/access.py
@@ -1,4 +1,6 @@
-import datetime
+import logging
+
+logger = logging.getLogger(__name__)
 
 
 class AccessLogGenerator:
@@ -8,7 +10,16 @@ class AccessLogGenerator:
     """
 
     def __init__(self, stream):
-        self.stream = stream
+        if stream:
+            logger.propagate = False
+            handler = logging.StreamHandler(stream)
+            formatter = logging.Formatter(
+                '%(host)s %(ident)s %(user)s [%(asctime)s] "%(message)s" '
+                "%(status)s %(length)s",
+                "%d/%b/%Y:%H:%M:%S",
+            )
+            handler.setFormatter(fmt=formatter)
+            logger.addHandler(handler)
 
     def __call__(self, protocol, action, details):
         """
@@ -18,8 +29,8 @@ def __call__(self, protocol, action, details):
         if protocol == "http" and action == "complete":
             self.write_entry(
                 host=details["client"],
-                date=datetime.datetime.now(),
-                request="%(method)s %(path)s" % details,
+                request="%(method)s" % details,
+                details="%(path)s" % details,
                 status=details["status"],
                 length=details["size"],
             )
@@ -27,44 +38,48 @@ def __call__(self, protocol, action, details):
         elif protocol == "websocket" and action == "connecting":
             self.write_entry(
                 host=details["client"],
-                date=datetime.datetime.now(),
-                request="WSCONNECTING %(path)s" % details,
+                request="WSCONNECTING",
+                details="%(path)s" % details,
             )
         elif protocol == "websocket" and action == "rejected":
             self.write_entry(
                 host=details["client"],
-                date=datetime.datetime.now(),
-                request="WSREJECT %(path)s" % details,
+                request="WSREJECT",
+                details="%(path)s" % details,
             )
         elif protocol == "websocket" and action == "connected":
             self.write_entry(
                 host=details["client"],
-                date=datetime.datetime.now(),
-                request="WSCONNECT %(path)s" % details,
+                request="WSCONNECT",
+                details="%(path)s" % details,
             )
         elif protocol == "websocket" and action == "disconnected":
             self.write_entry(
                 host=details["client"],
-                date=datetime.datetime.now(),
-                request="WSDISCONNECT %(path)s" % details,
+                request="WSDISCONNECT",
+                details="%(path)s" % details,
             )
 
     def write_entry(
-        self, host, date, request, status=None, length=None, ident=None, user=None
+        self, host, request, details, status=None, length=None, ident=None, user=None
     ):
         """
-        Writes an NCSA-style entry to the log file (some liberty is taken with
-        what the entries are for non-HTTP)
+        Writes an access log.  If a file is specified, an NCSA-style entry to the log file
+        (some liberty is taken with what the entries are for non-HTTP).  The format can be
+        overriden with logging configuration for 'daphne.access'
         """
-        self.stream.write(
-            '%s %s %s [%s] "%s" %s %s\n'
-            % (
-                host,
-                ident or "-",
-                user or "-",
-                date.strftime("%d/%b/%Y:%H:%M:%S"),
-                request,
-                status or "-",
-                length or "-",
-            )
+
+        logger.info(
+            "%s %s",
+            request,
+            details,
+            extra={
+                "host": host,
+                "request": request,
+                "details": details,
+                "ident": ident or "-",
+                "user": user or "-",
+                "status": status or "-",
+                "length": length or "-",
+            },
         )
diff --git a/daphne/cli.py b/daphne/cli.py
index a036821..652a972 100755
--- a/daphne/cli.py
+++ b/daphne/cli.py
@@ -228,6 +228,10 @@ def run(self, args):
         elif args.verbosity >= 1:
             access_log_stream = sys.stdout
 
+        access_logger = (
+            AccessLogGenerator(access_log_stream) if access_log_stream else None
+        )
+
         # Import application
         sys.path.insert(0, ".")
         application = import_by_path(args.application)
@@ -270,9 +274,7 @@ def run(self, args):
             websocket_connect_timeout=args.websocket_connect_timeout,
             websocket_handshake_timeout=args.websocket_connect_timeout,
             application_close_timeout=args.application_close_timeout,
-            action_logger=(
-                AccessLogGenerator(access_log_stream) if access_log_stream else None
-            ),
+            action_logger=access_logger if access_log_stream else None,
             root_path=args.root_path,
             verbosity=args.verbosity,
             proxy_forwarded_address_header=self._get_forwarded_host(args=args),