diff --git a/debian/changelog b/debian/changelog
index 52ec26e7..e78e2789 100644
--- a/debian/changelog
+++ b/debian/changelog
@@ -1,3 +1,10 @@
+livecd-rootfs (2.552) UNRELEASED; urgency=medium
+
+  * Add wpasupplicant to the additional packages installed for the raspi2 and
+    raspi3 targets.
+
+ -- Łukasz 'sil2100' Zemczak <lukasz.zemczak@ubuntu.com>  Mon, 17 Dec 2018 16:38:19 +0100
+
 livecd-rootfs (2.551) disco; urgency=medium
 
   * Do no install openssh-server in the base filsystem for the live server
diff --git a/live-build/auto/config b/live-build/auto/config
index 496e8dea..898fbdeb 100755
--- a/live-build/auto/config
+++ b/live-build/auto/config
@@ -814,13 +814,13 @@ case $ARCH in
 				;;
 			raspi2)
 				COMPONENTS='main restricted universe multiverse'
-				add_package install linux-firmware-raspi2 u-boot-rpi flash-kernel u-boot-tools
+				add_package install linux-firmware-raspi2 u-boot-rpi flash-kernel u-boot-tools wpasupplicant
 				BINARY_REMOVE_LINUX=false
 				;;
 			raspi3)
 				COMPONENTS='main restricted universe multiverse'
 				KERNEL_FLAVOURS=raspi2
-				add_package install raspi3-firmware u-boot-rpi flash-kernel u-boot-tools
+				add_package install raspi3-firmware u-boot-rpi flash-kernel u-boot-tools wpasupplicant
 				BINARY_REMOVE_LINUX=false
 				;;