diff --git a/daemon/daemon_unix.go b/daemon/daemon_unix.go
index 2ea6be25be..95e6a20b36 100644
--- a/daemon/daemon_unix.go
+++ b/daemon/daemon_unix.go
@@ -41,6 +41,7 @@ import (
 	rsystem "github.com/opencontainers/runc/libcontainer/system"
 	"github.com/opencontainers/runc/libcontainer/user"
 	specs "github.com/opencontainers/runtime-spec/specs-go"
+	"github.com/pkg/errors"
 	"github.com/vishvananda/netlink"
 )
 
@@ -710,13 +711,30 @@ func initBridgeDriver(controller libnetwork.NetworkController, config *Config) e
 
 	ipamV4Conf = &libnetwork.IpamConf{AuxAddresses: make(map[string]string)}
 
-	nw, nw6List, err := netutils.ElectInterfaceAddresses(bridgeName)
-	if err == nil {
-		ipamV4Conf.PreferredPool = lntypes.GetIPNetCanonical(nw).String()
-		hip, _ := lntypes.GetHostPartIP(nw.IP, nw.Mask)
-		if hip.IsGlobalUnicast() {
-			ipamV4Conf.Gateway = nw.IP.String()
+	nwList, nw6List, err := netutils.ElectInterfaceAddresses(bridgeName)
+	if err != nil {
+		return errors.Wrap(err, "list bridge addresses failed")
+	}
+
+	nw := nwList[0]
+	if len(nwList) > 1 && config.bridgeConfig.FixedCIDR != "" {
+		_, fCIDR, err := net.ParseCIDR(config.bridgeConfig.FixedCIDR)
+		if err != nil {
+			return errors.Wrap(err, "parse CIDR failed")
 		}
+		// Iterate through in case there are multiple addresses for the bridge
+		for _, entry := range nwList {
+			if fCIDR.Contains(entry.IP) {
+				nw = entry
+				break
+			}
+		}
+	}
+
+	ipamV4Conf.PreferredPool = lntypes.GetIPNetCanonical(nw).String()
+	hip, _ := lntypes.GetHostPartIP(nw.IP, nw.Mask)
+	if hip.IsGlobalUnicast() {
+		ipamV4Conf.Gateway = nw.IP.String()
 	}
 
 	if config.bridgeConfig.IP != "" {